Pandas Profiling Report

Dataset statistics

Number of variables	236
Number of observations	14646
Missing cells	174497
Missing cells (%)	5.0%
Total size in memory	26.4 MiB
Average record size in memory	1.8 KiB

Variable types

Numeric	223
DateTime	1
Categorical	12

Alerts

`chap_countrejectedapplications` has 6906 (47.2%) missing values	Missing
`daysafterregistration` has 9208 (62.9%) missing values	Missing
`num_positive_accounts` has 2943 (20.1%) missing values	Missing
`sum_positive_accounts` has 2943 (20.1%) missing values	Missing
`days_after_first_positive_accounts` has 2943 (20.1%) missing values	Missing
`days_after_last_positive_accounts` has 2943 (20.1%) missing values	Missing
`amounttotal` has 2785 (19.0%) missing values	Missing
`amounttotalopen` has 2785 (19.0%) missing values	Missing
`citysize` has 2075 (14.2%) missing values	Missing
`companiesinhouse` has 2075 (14.2%) missing values	Missing
`count` has 2785 (19.0%) missing values	Missing
`creditstatusmax` has 2785 (19.0%) missing values	Missing
`householdsize` has 2075 (14.2%) missing values	Missing
`housesize` has 2075 (14.2%) missing values	Missing
`legalform` has 1941 (13.3%) missing values	Missing
`swo_ind_active_loans_amount` has 2807 (19.2%) missing values	Missing
`swo_ind_active_loans_number` has 2807 (19.2%) missing values	Missing
`swo_ind_active_loans_open_amount` has 2879 (19.7%) missing values	Missing
`swo_ind_closed_paid_loans_lenders_number` has 998 (6.8%) missing values	Missing
`swo_ind_loans_number` has 820 (5.6%) missing values	Missing
`swo_ind_overdue_loans_number` has 13802 (94.2%) missing values	Missing
`swo_ind_same_ip_different_pesel_count` has 13222 (90.3%) missing values	Missing
`swo_ind_same_ip_different_pesel_count_unique` has 13222 (90.3%) missing values	Missing
`chap_coef` has 2807 (19.2%) missing values	Missing
`days_after_knownsince_pbd` has 9860 (67.3%) missing values	Missing
`policyrule_partialdecision` has 13987 (95.5%) missing values	Missing
`num_prepaid_loans` has 2778 (19.0%) missing values	Missing
`max_prepaid_days` has 4253 (29.0%) missing values	Missing
`min_prepaid_days` has 4253 (29.0%) missing values	Missing
`avg_prepaid_days` has 4253 (29.0%) missing values	Missing
`num_paid_loans_on_time` has 2778 (19.0%) missing values	Missing
`num_paid_loans_with_dpd` has 2778 (19.0%) missing values	Missing
`num_paid_loans_with_dpd_to_all` has 2778 (19.0%) missing values	Missing
`max_dpd` has 9423 (64.3%) missing values	Missing
`avg_dpd` has 9423 (64.3%) missing values	Missing
`TARGET` has 4646 (31.7%) missing values	Missing
`customerincomecurrent` is highly skewed (γ1 = 121.0205918)	Skewed
`customerincomeprevious` is highly skewed (γ1 = 91.64870551)	Skewed
`income_charge` is highly skewed (γ1 = 68.61089846)	Skewed
`diff_customerincome` is highly skewed (γ1 = -121.0205666)	Skewed
`amounttotal` is highly skewed (γ1 = 32.34642153)	Skewed
`amounttotalopen` is highly skewed (γ1 = 48.5920647)	Skewed
`swo_ind_same_phone_different_pesel_count_p0_30` is highly skewed (γ1 = 20.3112846)	Skewed
`swo_ind_same_phone_different_pesel_count_p0_90` is highly skewed (γ1 = 22.44081923)	Skewed
`oinformationcount` is highly skewed (γ1 = 21.76870231)	Skewed
`informationcount` is highly skewed (γ1 = 21.76870231)	Skewed
`amount` is highly skewed (γ1 = 23.73210753)	Skewed
`application_id` has unique values	Unique
`activeloan_coalt` has 10943 (74.7%) zeros	Zeros
`applicationprice` has 8910 (60.8%) zeros	Zeros
`avgbetweenapplications` has 14258 (97.4%) zeros	Zeros
`avgbetweenapprovedapplications` has 12197 (83.3%) zeros	Zeros
`avgextensions` has 13569 (92.6%) zeros	Zeros
`avgloanterm` has 9445 (64.5%) zeros	Zeros
`countrejectedapplications` has 6906 (47.2%) zeros	Zeros
`countrejectedapplicationsafterlastloanclose` has 13882 (94.8%) zeros	Zeros
`customerincomeprevious` has 13143 (89.7%) zeros	Zeros
`employmentstatus` has 241 (1.6%) zeros	Zeros
`income_charge` has 8938 (61.0%) zeros	Zeros
`onavgdpd` has 13740 (93.8%) zeros	Zeros
`ondpd_coalt` has 13851 (94.6%) zeros	Zeros
`ondpd_ext_coalt` has 13740 (93.8%) zeros	Zeros
`onlastloandpd_ext_coalt` has 14372 (98.1%) zeros	Zeros
`onmaxdpd_coalt` has 13851 (94.6%) zeros	Zeros
`onmaxdpd_ext_coalt` has 13740 (93.8%) zeros	Zeros
`chap_countrejectedapplications` has 7479 (51.1%) zeros	Zeros
`max_ondpd` has 13851 (94.6%) zeros	Zeros
`max_ondpd_ext` has 13740 (93.8%) zeros	Zeros
`max_onlastloandpd_ext` has 14372 (98.1%) zeros	Zeros
`max_onmaxdpd` has 13851 (94.6%) zeros	Zeros
`max_onmaxdpd_ext` has 13740 (93.8%) zeros	Zeros
`daysafterregistration` has 2703 (18.5%) zeros	Zeros
`amounttotal` has 11755 (80.3%) zeros	Zeros
`amounttotalopen` has 11753 (80.2%) zeros	Zeros
`count` has 11586 (79.1%) zeros	Zeros
`creditstatusmax` has 11586 (79.1%) zeros	Zeros
`correspondence_address_different_pesel_count_p0_1` has 14180 (96.8%) zeros	Zeros
`correspondence_address_different_pesel_count_p0_3` has 13823 (94.4%) zeros	Zeros
`correspondence_address_different_pesel_count_p0_7` has 13307 (90.9%) zeros	Zeros
`correspondence_address_different_pesel_count_p0_30` has 11768 (80.3%) zeros	Zeros
`correspondence_address_different_pesel_count_p0_90` has 10110 (69.0%) zeros	Zeros
`correspondence_address_different_pesel_count_p0_210` has 8657 (59.1%) zeros	Zeros
`correspondence_address_different_pesel_count_p0_360` has 7622 (52.0%) zeros	Zeros
`correspondence_address_different_pesel_count_unique_p0_1` has 14180 (96.8%) zeros	Zeros
`correspondence_address_different_pesel_count_unique_p0_3` has 13823 (94.4%) zeros	Zeros
`correspondence_address_different_pesel_count_unique_p0_7` has 13307 (90.9%) zeros	Zeros
`correspondence_address_different_pesel_count_unique_p0_30` has 11768 (80.3%) zeros	Zeros
`correspondence_address_different_pesel_count_unique_p0_90` has 10110 (69.0%) zeros	Zeros
`correspondence_address_different_pesel_count_unique_p0_210` has 8657 (59.1%) zeros	Zeros
`correspondence_address_different_pesel_count_unique_p0_360` has 7622 (52.0%) zeros	Zeros
`pesel_different_correspondence_address_count_p0_1` has 13825 (94.4%) zeros	Zeros
`pesel_different_correspondence_address_count_p0_3` has 13454 (91.9%) zeros	Zeros
`pesel_different_correspondence_address_count_p0_7` has 12970 (88.6%) zeros	Zeros
`pesel_different_correspondence_address_count_p0_30` has 11493 (78.5%) zeros	Zeros
`pesel_different_correspondence_address_count_p0_90` has 10299 (70.3%) zeros	Zeros
`pesel_different_correspondence_address_count_p0_210` has 9434 (64.4%) zeros	Zeros
`pesel_different_correspondence_address_count_p0_360` has 8863 (60.5%) zeros	Zeros
`pesel_different_correspondence_address_count_unique_p0_1` has 13825 (94.4%) zeros	Zeros
`pesel_different_correspondence_address_count_unique_p0_3` has 13454 (91.9%) zeros	Zeros
`pesel_different_correspondence_address_count_unique_p0_7` has 12970 (88.6%) zeros	Zeros
`pesel_different_correspondence_address_count_unique_p0_30` has 11493 (78.5%) zeros	Zeros
`pesel_different_correspondence_address_count_unique_p0_90` has 10299 (70.3%) zeros	Zeros
`pesel_different_correspondence_address_count_unique_p0_210` has 9434 (64.4%) zeros	Zeros
`pesel_different_correspondence_address_count_unique_p0_360` has 8863 (60.5%) zeros	Zeros
`swo_ind_active_loans_number_p0_1` has 13772 (94.0%) zeros	Zeros
`swo_ind_active_loans_number_p0_3` has 12476 (85.2%) zeros	Zeros
`swo_ind_active_loans_number_p0_7` has 10262 (70.1%) zeros	Zeros
`swo_ind_active_loans_number_p0_30` has 4677 (31.9%) zeros	Zeros
`swo_ind_active_loans_number_p0_90` has 3409 (23.3%) zeros	Zeros
`swo_ind_active_loans_number_p0_210` has 3135 (21.4%) zeros	Zeros
`swo_ind_active_loans_number_p0_360` has 2975 (20.3%) zeros	Zeros
`swo_ind_active_loans_number_p0_plus` has 2807 (19.2%) zeros	Zeros
`swo_ind_canceled_loans_number_p2_90` has 14446 (98.6%) zeros	Zeros
`swo_ind_canceled_loans_number_p2_210` has 14318 (97.8%) zeros	Zeros
`swo_ind_canceled_loans_number_p2_360` has 14199 (96.9%) zeros	Zeros
`swo_ind_canceled_loans_number_p2_plus` has 13977 (95.4%) zeros	Zeros
`swo_ind_loans_amount_p0_1` has 13770 (94.0%) zeros	Zeros
`swo_ind_loans_amount_p0_3` has 12461 (85.1%) zeros	Zeros
`swo_ind_loans_amount_p0_7` has 10217 (69.8%) zeros	Zeros
`swo_ind_loans_amount_p0_30` has 4374 (29.9%) zeros	Zeros
`swo_ind_loans_amount_p0_90` has 2428 (16.6%) zeros	Zeros
`swo_ind_loans_amount_p0_210` has 1772 (12.1%) zeros	Zeros
`swo_ind_loans_amount_p0_360` has 1434 (9.8%) zeros	Zeros
`swo_ind_loans_amount_p0_plus` has 825 (5.6%) zeros	Zeros
`swo_ind_loans_number_p0_1` has 13770 (94.0%) zeros	Zeros
`swo_ind_loans_number_p0_3` has 12461 (85.1%) zeros	Zeros
`swo_ind_loans_number_p0_7` has 10217 (69.8%) zeros	Zeros
`swo_ind_loans_number_p0_30` has 4369 (29.8%) zeros	Zeros
`swo_ind_loans_number_p0_90` has 2416 (16.5%) zeros	Zeros
`swo_ind_loans_number_p0_210` has 1760 (12.0%) zeros	Zeros
`swo_ind_loans_number_p0_360` has 1424 (9.7%) zeros	Zeros
`swo_ind_loans_number_p0_plus` has 820 (5.6%) zeros	Zeros
`swo_ind_overdue_loans_number_p0_1` has 14374 (98.1%) zeros	Zeros
`swo_ind_overdue_loans_number_p0_3` has 13977 (95.4%) zeros	Zeros
`swo_ind_overdue_loans_number_p0_7` has 13897 (94.9%) zeros	Zeros
`swo_ind_overdue_loans_number_p0_30` has 13803 (94.2%) zeros	Zeros
`swo_ind_overdue_loans_number_p0_90` has 13803 (94.2%) zeros	Zeros
`swo_ind_overdue_loans_number_p0_210` has 13803 (94.2%) zeros	Zeros
`swo_ind_overdue_loans_number_p0_360` has 13803 (94.2%) zeros	Zeros
`swo_ind_overdue_loans_number_p0_plus` has 13802 (94.2%) zeros	Zeros
`swo_ind_overdue_loans_sum_501_1000_p0_7` has 14483 (98.9%) zeros	Zeros
`swo_ind_overdue_loans_sum_501_1000_p0_30` has 14457 (98.7%) zeros	Zeros
`swo_ind_overdue_loans_sum_501_1000_p0_90` has 14457 (98.7%) zeros	Zeros
`swo_ind_overdue_loans_sum_501_1000_p0_210` has 14457 (98.7%) zeros	Zeros
`swo_ind_overdue_loans_sum_501_1000_p0_360` has 14457 (98.7%) zeros	Zeros
`swo_ind_overdue_loans_sum_501_1000_p0_plus` has 14457 (98.7%) zeros	Zeros
`swo_ind_overdue_loans_sum_1001_5000_p0_3` has 14299 (97.6%) zeros	Zeros
`swo_ind_overdue_loans_sum_1001_5000_p0_7` has 14279 (97.5%) zeros	Zeros
`swo_ind_overdue_loans_sum_1001_5000_p0_30` has 14233 (97.2%) zeros	Zeros
`swo_ind_overdue_loans_sum_1001_5000_p0_90` has 14233 (97.2%) zeros	Zeros
`swo_ind_overdue_loans_sum_1001_5000_p0_210` has 14233 (97.2%) zeros	Zeros
`swo_ind_overdue_loans_sum_1001_5000_p0_360` has 14233 (97.2%) zeros	Zeros
`swo_ind_overdue_loans_sum_1001_5000_p0_plus` has 14233 (97.2%) zeros	Zeros
`swo_ind_same_main_address_different_pesel_count_p0_1` has 13896 (94.9%) zeros	Zeros
`swo_ind_same_main_address_different_pesel_count_p0_3` has 13369 (91.3%) zeros	Zeros
`swo_ind_same_main_address_different_pesel_count_p0_7` has 12678 (86.6%) zeros	Zeros
`swo_ind_same_main_address_different_pesel_count_p0_30` has 10670 (72.9%) zeros	Zeros
`swo_ind_same_main_address_different_pesel_count_p0_90` has 9016 (61.6%) zeros	Zeros
`swo_ind_same_main_address_different_pesel_count_p0_210` has 7918 (54.1%) zeros	Zeros
`swo_ind_same_main_address_different_pesel_count_p0_360` has 6987 (47.7%) zeros	Zeros
`swo_ind_same_main_address_different_pesel_count_unique_p0_1` has 13896 (94.9%) zeros	Zeros
`swo_ind_same_main_address_different_pesel_count_unique_p0_3` has 13369 (91.3%) zeros	Zeros
`swo_ind_same_main_address_different_pesel_count_unique_p0_7` has 12678 (86.6%) zeros	Zeros
`swo_ind_same_main_address_different_pesel_count_unique_p0_30` has 10670 (72.9%) zeros	Zeros
`swo_ind_same_main_address_different_pesel_count_unique_p0_90` has 9016 (61.6%) zeros	Zeros
`swo_ind_same_main_address_different_pesel_count_unique_p0_210` has 7918 (54.1%) zeros	Zeros
`swo_ind_same_main_address_different_pesel_count_unique_p0_360` has 6987 (47.7%) zeros	Zeros
`swo_ind_same_pesel_applications_count_p0_1` has 8814 (60.2%) zeros	Zeros
`swo_ind_same_pesel_applications_count_p0_3` has 7262 (49.6%) zeros	Zeros
`swo_ind_same_pesel_applications_count_p0_7` has 5587 (38.1%) zeros	Zeros
`swo_ind_same_pesel_applications_count_p0_30` has 2599 (17.7%) zeros	Zeros
`swo_ind_same_pesel_applications_count_p0_90` has 1281 (8.7%) zeros	Zeros
`swo_ind_same_pesel_applications_count_p0_210` has 774 (5.3%) zeros	Zeros
`swo_ind_same_pesel_applications_count_p0_360` has 517 (3.5%) zeros	Zeros
`swo_ind_same_pesel_different_idcard_count_p0_1` has 14196 (96.9%) zeros	Zeros
`swo_ind_same_pesel_different_idcard_count_p0_3` has 14037 (95.8%) zeros	Zeros
`swo_ind_same_pesel_different_idcard_count_p0_7` has 13861 (94.6%) zeros	Zeros
`swo_ind_same_pesel_different_idcard_count_p0_30` has 13268 (90.6%) zeros	Zeros
`swo_ind_same_pesel_different_idcard_count_p0_90` has 12771 (87.2%) zeros	Zeros
`swo_ind_same_pesel_different_idcard_count_p0_210` has 12489 (85.3%) zeros	Zeros
`swo_ind_same_pesel_different_idcard_count_p0_360` has 12227 (83.5%) zeros	Zeros
`swo_ind_same_pesel_different_idcard_count_unique_p0_1` has 14196 (96.9%) zeros	Zeros
`swo_ind_same_pesel_different_idcard_count_unique_p0_3` has 14037 (95.8%) zeros	Zeros
`swo_ind_same_pesel_different_idcard_count_unique_p0_7` has 13861 (94.6%) zeros	Zeros
`swo_ind_same_pesel_different_idcard_count_unique_p0_30` has 13268 (90.6%) zeros	Zeros
`swo_ind_same_pesel_different_idcard_count_unique_p0_90` has 12771 (87.2%) zeros	Zeros
`swo_ind_same_pesel_different_idcard_count_unique_p0_210` has 12489 (85.3%) zeros	Zeros
`swo_ind_same_pesel_different_idcard_count_unique_p0_360` has 12227 (83.5%) zeros	Zeros
`swo_ind_same_pesel_different_lender_count_unique_p0_1` has 9634 (65.8%) zeros	Zeros
`swo_ind_same_pesel_different_lender_count_unique_p0_3` has 8081 (55.2%) zeros	Zeros
`swo_ind_same_pesel_different_lender_count_unique_p0_7` has 6290 (42.9%) zeros	Zeros
`swo_ind_same_pesel_different_lender_count_unique_p0_30` has 3018 (20.6%) zeros	Zeros
`swo_ind_same_pesel_different_lender_count_unique_p0_90` has 1523 (10.4%) zeros	Zeros
`swo_ind_same_pesel_different_lender_count_unique_p0_210` has 918 (6.3%) zeros	Zeros
`swo_ind_same_pesel_different_lender_count_unique_p0_360` has 600 (4.1%) zeros	Zeros
`swo_ind_same_pesel_different_main_address_count_p0_1` has 13144 (89.7%) zeros	Zeros
`swo_ind_same_pesel_different_main_address_count_p0_3` has 12562 (85.8%) zeros	Zeros
`swo_ind_same_pesel_different_main_address_count_p0_7` has 11777 (80.4%) zeros	Zeros
`swo_ind_same_pesel_different_main_address_count_p0_30` has 9932 (67.8%) zeros	Zeros
`swo_ind_same_pesel_different_main_address_count_p0_90` has 8285 (56.6%) zeros	Zeros
`swo_ind_same_pesel_different_main_address_count_p0_210` has 7307 (49.9%) zeros	Zeros
`swo_ind_same_pesel_different_main_address_count_p0_360` has 6724 (45.9%) zeros	Zeros
`swo_ind_same_pesel_different_main_address_count_unique_p0_1` has 13144 (89.7%) zeros	Zeros
`swo_ind_same_pesel_different_main_address_count_unique_p0_3` has 12562 (85.8%) zeros	Zeros
`swo_ind_same_pesel_different_main_address_count_unique_p0_7` has 11777 (80.4%) zeros	Zeros
`swo_ind_same_pesel_different_main_address_count_unique_p0_30` has 9932 (67.8%) zeros	Zeros
`swo_ind_same_pesel_different_main_address_count_unique_p0_90` has 8285 (56.6%) zeros	Zeros
`swo_ind_same_pesel_different_main_address_count_unique_p0_210` has 7307 (49.9%) zeros	Zeros
`swo_ind_same_pesel_different_main_address_count_unique_p0_360` has 6724 (45.9%) zeros	Zeros
`swo_ind_same_pesel_different_phone_count_unique_p0_1` has 14222 (97.1%) zeros	Zeros
`swo_ind_same_pesel_different_phone_count_unique_p0_3` has 14006 (95.6%) zeros	Zeros
`swo_ind_same_pesel_different_phone_count_unique_p0_7` has 13741 (93.8%) zeros	Zeros
`swo_ind_same_pesel_different_phone_count_unique_p0_30` has 13168 (89.9%) zeros	Zeros
`swo_ind_same_pesel_different_phone_count_unique_p0_90` has 12520 (85.5%) zeros	Zeros
`swo_ind_same_pesel_different_phone_count_unique_p0_210` has 12018 (82.1%) zeros	Zeros
`swo_ind_same_pesel_different_phone_count_unique_p0_360` has 11585 (79.1%) zeros	Zeros
`swo_ind_same_phone_different_pesel_count_p0_30` has 14267 (97.4%) zeros	Zeros
`swo_ind_same_phone_different_pesel_count_p0_90` has 14016 (95.7%) zeros	Zeros
`swo_ind_same_phone_different_pesel_count_p0_210` has 13841 (94.5%) zeros	Zeros
`swo_ind_same_phone_different_pesel_count_p0_360` has 13682 (93.4%) zeros	Zeros
`swo_ind_same_phone_different_pesel_count_unique_p0_7` has 14456 (98.7%) zeros	Zeros
`swo_ind_same_phone_different_pesel_count_unique_p0_30` has 14267 (97.4%) zeros	Zeros
`swo_ind_same_phone_different_pesel_count_unique_p0_90` has 14016 (95.7%) zeros	Zeros
`swo_ind_same_phone_different_pesel_count_unique_p0_210` has 13841 (94.5%) zeros	Zeros
`swo_ind_same_phone_different_pesel_count_unique_p0_360` has 13682 (93.4%) zeros	Zeros
`masterriskstatus_no_negative_history` has 3060 (20.9%) zeros	Zeros
`masterriskstatus_postempowanie` has 14371 (98.1%) zeros	Zeros
`repetitionfilter` has 14392 (98.3%) zeros	Zeros
`num_prepaid_loans` has 1475 (10.1%) zeros	Zeros
`num_paid_loans_on_time` has 7748 (52.9%) zeros	Zeros
`num_paid_loans_with_dpd` has 6645 (45.4%) zeros	Zeros
`num_paid_loans_with_dpd_to_all` has 11035 (75.3%) zeros	Zeros
`oinformationcount` has 14198 (96.9%) zeros	Zeros
`informationcount` has 14198 (96.9%) zeros	Zeros
`debtorscount` has 14198 (96.9%) zeros	Zeros
`creditorscount` has 14198 (96.9%) zeros	Zeros
`amount` has 14198 (96.9%) zeros	Zeros
`providerscount` has 2852 (19.5%) zeros	Zeros
`paidobligationscount` has 2852 (19.5%) zeros	Zeros
`averagepaiddebt` has 2852 (19.5%) zeros	Zeros
`averagepaymenttimeindays` has 10552 (72.0%) zeros	Zeros
`sumpaiddebt` has 2852 (19.5%) zeros	Zeros
`TARGET` has 7727 (52.8%) zeros	Zeros

Reproduction

Analysis started	2022-08-17 23:37:03.485979
Analysis finished	2022-08-17 23:37:04.139142
Duration	0.65 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

Distinct	10000
Distinct (%)	68.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4150.302813

Minimum	0
Maximum	9999
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	366
Q1	1830.25
median	3661
Q3	6337.75
95-th percentile	9266.75
Maximum	9999
Range	9999
Interquartile range (IQR)	4507.5

Descriptive statistics

Standard deviation	2795.199705
Coefficient of variation (CV)	0.6734929548
Kurtosis	-0.9167760297
Mean	4150.302813
Median Absolute Deviation (MAD)	2113
Skewness	0.451002031
Sum	60785335
Variance	7813141.39
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2	< 0.1%
3122	2	< 0.1%
3102	2	< 0.1%
3101	2	< 0.1%
3100	2	< 0.1%
3099	2	< 0.1%
3098	2	< 0.1%
3097	2	< 0.1%
3096	2	< 0.1%
3095	2	< 0.1%
Other values (9990)	14626	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	< 0.1%
1	2	< 0.1%
2	2	< 0.1%
3	2	< 0.1%
4	2	< 0.1%

Value	Count	Frequency (%)
9999	1	< 0.1%
9998	1	< 0.1%
9997	1	< 0.1%
9996	1	< 0.1%
9995	1	< 0.1%

application_id
Real number (ℝ_≥0)

UNIQUE

Distinct	14646
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10428.29803

Minimum	2
Maximum	20929
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	2
5-th percentile	1046.25
Q1	5208.25
median	10385.5
Q3	15640.75
95-th percentile	19872.25
Maximum	20929
Range	20927
Interquartile range (IQR)	10432.5

Descriptive statistics

Standard deviation	6031.217898
Coefficient of variation (CV)	0.5783511248
Kurtosis	-1.191265952
Mean	10428.29803
Median Absolute Deviation (MAD)	5216.5
Skewness	0.0103655036
Sum	152732853
Variance	36375589.33
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4275	1	< 0.1%
9079	1	< 0.1%
9117	1	< 0.1%
20080	1	< 0.1%
10489	1	< 0.1%
17740	1	< 0.1%
19965	1	< 0.1%
18605	1	< 0.1%
12459	1	< 0.1%
20860	1	< 0.1%
Other values (14636)	14636	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	1	< 0.1%
4	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
20929	1	< 0.1%
20928	1	< 0.1%
20927	1	< 0.1%
20926	1	< 0.1%
20925	1	< 0.1%

loan_date_created
Date

Distinct	157
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	114.5 KiB

Minimum	2020-10-01 00:00:00
Maximum	2021-03-06 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

activeloan_coalt
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2528335382

Minimum	0
Maximum	1
Zeros	10943
Zeros (%)	74.7%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4346511697
Coefficient of variation (CV)	1.719119911
Kurtosis	-0.7062701296
Mean	0.2528335382
Median Absolute Deviation (MAD)	0
Skewness	1.137464872
Sum	3703
Variance	0.1889216393
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	10943	74.7%
1	3703	25.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10943	74.7%
1	3703	25.3%

Value	Count	Frequency (%)
1	3703	25.3%
0	10943	74.7%

applicationamount
Real number (ℝ_≥0)

Distinct	30
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1132.199918

Minimum	100
Maximum	3000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	100
5-th percentile	200
Q1	500
median	800
Q3	1500
95-th percentile	3000
Maximum	3000
Range	2900
Interquartile range (IQR)	1000

Descriptive statistics

Standard deviation	888.5022755
Coefficient of variation (CV)	0.7847574102
Kurtosis	-0.05685115941
Mean	1132.199918
Median Absolute Deviation (MAD)	300
Skewness	1.16137084
Sum	16582200
Variance	789436.2935
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
1000	3182	21.7%
600	3111	21.2%
3000	1721	11.8%
500	1697	11.6%
200	942	6.4%
300	676	4.6%
2000	565	3.9%
400	505	3.4%
1500	396	2.7%
2500	343	2.3%
Other values (20)	1508	10.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
100	9	0.1%
200	942	6.4%
300	676	4.6%
400	505	3.4%
500	1697	11.6%

Value	Count	Frequency (%)
3000	1721	11.8%
2900	25	0.2%
2800	24	0.2%
2700	303	2.1%
2600	40	0.3%

applicationprice
Real number (ℝ_≥0)

ZEROS

Distinct	77
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	110.358149

Minimum	0
Maximum	482.54
Zeros	8910
Zeros (%)	60.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	176.93
95-th percentile	482.54
Maximum	482.54
Range	482.54
Interquartile range (IQR)	176.93

Descriptive statistics

Standard deviation	163.5440204
Coefficient of variation (CV)	1.481938777
Kurtosis	0.08552706215
Mean	110.358149
Median Absolute Deviation (MAD)	0
Skewness	1.234024765
Sum	1616305.45
Variance	26746.6466
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8910	60.8%
482.54	1226	8.4%
160.85	1029	7.0%
241.27	586	4.0%
321.7	369	2.5%
80.42	343	2.3%
128.67	215	1.5%
402.11	211	1.4%
434.29	210	1.4%
361.91	157	1.1%
Other values (67)	1390	9.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8910	60.8%
16.08	9	0.1%
48.25	2	< 0.1%
56.29	29	0.2%
64.34	30	0.2%

Value	Count	Frequency (%)
482.54	1226	8.4%
466.46	14	0.1%
450.37	20	0.1%
434.29	210	1.4%
418.21	27	0.2%

avgbetweenapplications
Real number (ℝ_≥0)

ZEROS

Distinct	171
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1012986481

Minimum	0
Maximum	30.08
Zeros	14258
Zeros (%)	97.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	30.08
Range	30.08
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.270061641
Coefficient of variation (CV)	12.53779458
Kurtosis	287.9232281
Mean	0.1012986481
Median Absolute Deviation (MAD)	0
Skewness	16.00533742
Sum	1483.62
Variance	1.613056572
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14258	97.4%
0.01	86	0.6%
0.02	37	0.3%
0.04	18	0.1%
0.03	16	0.1%
0.05	9	0.1%
0.08	6	< 0.1%
0.07	5	< 0.1%
0.06	5	< 0.1%
0.14	4	< 0.1%
Other values (161)	202	1.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14258	97.4%
0.01	86	0.6%
0.02	37	0.3%
0.03	16	0.1%
0.04	18	0.1%

Value	Count	Frequency (%)
30.08	1	< 0.1%
29.03	1	< 0.1%
29.01	1	< 0.1%
28.92	2	< 0.1%
28.89	1	< 0.1%

avgbetweenapprovedapplications
Real number (ℝ_≥0)

ZEROS

Distinct	1800
Distinct (%)	12.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.41032842

Minimum	0
Maximum	2244.76
Zeros	12197
Zeros (%)	83.3%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	46.62
Maximum	2244.76
Range	2244.76
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	60.74986583
Coefficient of variation (CV)	5.324111945
Kurtosis	430.7143155
Mean	11.41032842
Median Absolute Deviation (MAD)	0
Skewness	16.79455144
Sum	167115.67
Variance	3690.546198
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12197	83.3%
30.05	8	0.1%
29.79	8	0.1%
29.44	7	< 0.1%
27.93	7	< 0.1%
29.5	6	< 0.1%
29.63	6	< 0.1%
30.28	6	< 0.1%
30.04	6	< 0.1%
29.98	6	< 0.1%
Other values (1790)	2389	16.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12197	83.3%
0.01	3	< 0.1%
0.03	3	< 0.1%
0.28	1	< 0.1%
0.3	1	< 0.1%

Value	Count	Frequency (%)
2244.76	1	< 0.1%
2125.77	1	< 0.1%
2093.38	1	< 0.1%
1367.69	2	< 0.1%
1173.74	1	< 0.1%

avgextensions
Real number (ℝ_≥0)

ZEROS

Distinct	23
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08992216305

Minimum	0
Maximum	14
Zeros	13569
Zeros (%)	92.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.5
Maximum	14
Range	14
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4882415624
Coefficient of variation (CV)	5.429602067
Kurtosis	193.1195785
Mean	0.08992216305
Median Absolute Deviation (MAD)	0
Skewness	11.32450155
Sum	1317
Variance	0.2383798232
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	13569	92.6%
0.5	557	3.8%
1	214	1.5%
1.5	112	0.8%
2	65	0.4%
3	32	0.2%
2.5	31	0.2%
4	18	0.1%
4.5	12	0.1%
3.5	12	0.1%
Other values (13)	24	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13569	92.6%
0.5	557	3.8%
1	214	1.5%
1.5	112	0.8%
2	65	0.4%

Value	Count	Frequency (%)
14	1	< 0.1%
12	1	< 0.1%
11	2	< 0.1%
10.5	2	< 0.1%
9	2	< 0.1%

avgloanterm
Real number (ℝ_≥0)

ZEROS

Distinct	134
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.83410897

Minimum	0
Maximum	75
Zeros	9445
Zeros (%)	64.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	30
95-th percentile	30
Maximum	75
Range	75
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	14.68802868
Coefficient of variation (CV)	1.355720966
Kurtosis	-1.476353757
Mean	10.83410897
Median Absolute Deviation (MAD)	0
Skewness	0.6502153897
Sum	158676.36
Variance	215.7381866
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9445	64.5%
30	4581	31.3%
35	116	0.8%
37.5	75	0.5%
39	34	0.2%
33.75	32	0.2%
25	23	0.2%
36	23	0.2%
31.67	17	0.1%
40	15	0.1%
Other values (124)	285	1.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9445	64.5%
10	6	< 0.1%
15	5	< 0.1%
16.25	1	< 0.1%
17.5	2	< 0.1%

Value	Count	Frequency (%)
75	1	< 0.1%
70	1	< 0.1%
68.57	1	< 0.1%
65.77	1	< 0.1%
58.13	1	< 0.1%

countapplicationsafterlastloanclose
Real number (ℝ_≥0)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.036323911

Minimum	1
Maximum	2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	2
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1871012417
Coefficient of variation (CV)	0.1805432064
Kurtosis	22.57588435
Mean	1.036323911
Median Absolute Deviation (MAD)	0
Skewness	4.957096074
Sum	15178
Variance	0.03500687466
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	14114	96.4%
2	532	3.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	14114	96.4%
2	532	3.6%

Value	Count	Frequency (%)
2	532	3.6%
1	14114	96.4%

countrejectedapplications
Real number (ℝ_≥0)

ZEROS

Distinct	39
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.547384952

Minimum	0
Maximum	53
Zeros	6906
Zeros (%)	47.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	7
Maximum	53
Range	53
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.950514996
Coefficient of variation (CV)	1.906775035
Kurtosis	42.10688532
Mean	1.547384952
Median Absolute Deviation (MAD)	1
Skewness	5.028248429
Sum	22663
Variance	8.70553874
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	6906	47.2%
1	3540	24.2%
2	1482	10.1%
3	883	6.0%
4	505	3.4%
5	334	2.3%
6	254	1.7%
7	187	1.3%
8	139	0.9%
9	89	0.6%
Other values (29)	327	2.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6906	47.2%
1	3540	24.2%
2	1482	10.1%
3	883	6.0%
4	505	3.4%

Value	Count	Frequency (%)
53	1	< 0.1%
46	1	< 0.1%
43	1	< 0.1%
42	2	< 0.1%
38	1	< 0.1%

countrejectedapplicationsafterlastloanclose
Real number (ℝ_≥0)

ZEROS

Distinct	23
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.128567527

Minimum	0
Maximum	34
Zeros	13882
Zeros (%)	94.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	34
Range	34
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.9102769472
Coefficient of variation (CV)	7.080146664
Kurtosis	374.1328077
Mean	0.128567527
Median Absolute Deviation (MAD)	0
Skewness	15.88496856
Sum	1883
Variance	0.8286041206
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	13882	94.8%
1	427	2.9%
2	142	1.0%
3	71	0.5%
4	37	0.3%
5	19	0.1%
6	16	0.1%
8	9	0.1%
7	8	0.1%
9	7	< 0.1%
Other values (13)	28	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13882	94.8%
1	427	2.9%
2	142	1.0%
3	71	0.5%
4	37	0.3%

Value	Count	Frequency (%)
34	1	< 0.1%
31	1	< 0.1%
23	1	< 0.1%
21	1	< 0.1%
19	1	< 0.1%

customerincomecurrent
Real number (ℝ_≥0)

SKEWED

Distinct	866
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	150766.9461

Minimum	0
Maximum	2147483647
Zeros	22
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1500
Q1	2500
median	3000
Q3	4200
95-th percentile	8000
Maximum	2147483647
Range	2147483647
Interquartile range (IQR)	1700

Descriptive statistics

Standard deviation	17744738.1
Coefficient of variation (CV)	117.696475
Kurtosis	14645.98909
Mean	150766.9461
Median Absolute Deviation (MAD)	800
Skewness	121.0205918
Sum	2208132692
Variance	3.148757302 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3000	1335	9.1%
2500	1041	7.1%
3500	873	6.0%
4000	813	5.6%
5000	596	4.1%
2000	572	3.9%
2600	466	3.2%
4500	450	3.1%
3200	439	3.0%
2800	416	2.8%
Other values (856)	7645	52.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	22	0.2%
2	4	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
35	1	< 0.1%

Value	Count	Frequency (%)
2147483647	1	< 0.1%
600000	1	< 0.1%
412995	1	< 0.1%
400040	1	< 0.1%
380000	2	< 0.1%

customerincomeprevious
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	241
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	409.8863854

Minimum	0
Maximum	717161
Zeros	13143
Zeros (%)	89.7%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2650
Maximum	717161
Range	717161
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6713.949146
Coefficient of variation (CV)	16.38002477
Kurtosis	9284.766134
Mean	409.8863854
Median Absolute Deviation (MAD)	0
Skewness	91.64870551
Sum	6003196
Variance	45077113.14
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13143	89.7%
2000	105	0.7%
2500	104	0.7%
3000	100	0.7%
3500	64	0.4%
1500	57	0.4%
4000	56	0.4%
2800	45	0.3%
3200	44	0.3%
6000	38	0.3%
Other values (231)	890	6.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13143	89.7%
1	3	< 0.1%
2	1	< 0.1%
4	3	< 0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
717161	1	< 0.1%
333340	1	< 0.1%
85400	1	< 0.1%
48000	1	< 0.1%
33600	1	< 0.1%

employmentstatus
Real number (ℝ_≥0)

ZEROS

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.097842414

Minimum	0
Maximum	11
Zeros	241
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	4
95-th percentile	11
Maximum	11
Range	11
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.209991995
Coefficient of variation (CV)	1.036202481
Kurtosis	0.7286188988
Mean	3.097842414
Median Absolute Deviation (MAD)	1
Skewness	1.470052051
Sum	45371
Variance	10.30404861
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	7038	48.1%
2	2471	16.9%
3	1067	7.3%
10	934	6.4%
11	814	5.6%
4	697	4.8%
7	531	3.6%
5	444	3.0%
8	357	2.4%
0	241	1.6%
Other values (2)	52	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	241	1.6%
1	7038	48.1%
2	2471	16.9%
3	1067	7.3%
4	697	4.8%

Value	Count	Frequency (%)
11	814	5.6%
10	934	6.4%
9	1	< 0.1%
8	357	2.4%
7	531	3.6%

income_charge
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	59
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0510665028

Minimum	0
Maximum	80.43
Zeros	8938
Zeros (%)	61.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.05
95-th percentile	0.15
Maximum	80.43
Range	80.43
Interquartile range (IQR)	0.05

Descriptive statistics

Standard deviation	1.158121215
Coefficient of variation (CV)	22.67868664
Kurtosis	4753.490908
Mean	0.0510665028
Median Absolute Deviation (MAD)	0
Skewness	68.61089846
Sum	747.92
Variance	1.341244748
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8938	61.0%
0.05	660	4.5%
0.03	553	3.8%
0.06	534	3.6%
0.04	519	3.5%
0.08	390	2.7%
0.07	356	2.4%
0.02	343	2.3%
0.11	303	2.1%
0.1	285	1.9%
Other values (49)	1765	12.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8938	61.0%
0.01	151	1.0%
0.02	343	2.3%
0.03	553	3.8%
0.04	519	3.5%

Value	Count	Frequency (%)
80.43	3	< 0.1%
13.79	1	< 0.1%
3.22	1	< 0.1%
2.41	1	< 0.1%
1.32	1	< 0.1%

onavgdpd
Real number (ℝ_≥0)

ZEROS

Distinct	91
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4275733989

Minimum	0
Maximum	108
Zeros	13740
Zeros (%)	93.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	108
Range	108
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.780398423
Coefficient of variation (CV)	6.502739482
Kurtosis	351.9599548
Mean	0.4275733989
Median Absolute Deviation (MAD)	0
Skewness	14.29839405
Sum	6262.24
Variance	7.730615388
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13740	93.8%
1	201	1.4%
2	128	0.9%
3	83	0.6%
4	58	0.4%
6	49	0.3%
5	30	0.2%
9	28	0.2%
7	26	0.2%
11	25	0.2%
Other values (81)	278	1.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13740	93.8%
1	201	1.4%
1.25	1	< 0.1%
1.33	1	< 0.1%
1.5	10	0.1%

Value	Count	Frequency (%)
108	1	< 0.1%
95	1	< 0.1%
81	1	< 0.1%
50	1	< 0.1%
49	1	< 0.1%

ondpd_coalt
Real number (ℝ_≥0)

ZEROS

Distinct	31
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3226819609

Minimum	0
Maximum	30
Zeros	13851
Zeros (%)	94.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	30
Range	30
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.011014482
Coefficient of variation (CV)	6.232187495
Kurtosis	87.00933496
Mean	0.3226819609
Median Absolute Deviation (MAD)	0
Skewness	8.715984383
Sum	4726
Variance	4.044179246
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	13851	94.6%
1	203	1.4%
2	128	0.9%
3	95	0.6%
4	62	0.4%
6	42	0.3%
5	34	0.2%
7	26	0.2%
11	21	0.1%
9	20	0.1%
Other values (21)	164	1.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13851	94.6%
1	203	1.4%
2	128	0.9%
3	95	0.6%
4	62	0.4%

Value	Count	Frequency (%)
30	3	< 0.1%
29	1	< 0.1%
28	3	< 0.1%
27	1	< 0.1%
26	1	< 0.1%

ondpd_ext_coalt
Real number (ℝ_≥0)

ZEROS

Distinct	31
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4019527516

Minimum	0
Maximum	30
Zeros	13740
Zeros (%)	93.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	30
Range	30
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.296503854
Coefficient of variation (CV)	5.713367666
Kurtosis	66.33593124
Mean	0.4019527516
Median Absolute Deviation (MAD)	0
Skewness	7.69433356
Sum	5887
Variance	5.273929952
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	13740	93.8%
1	215	1.5%
2	141	1.0%
3	94	0.6%
4	66	0.5%
6	51	0.3%
5	46	0.3%
7	31	0.2%
11	24	0.2%
9	23	0.2%
Other values (21)	215	1.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13740	93.8%
1	215	1.5%
2	141	1.0%
3	94	0.6%
4	66	0.5%

Value	Count	Frequency (%)
30	3	< 0.1%
29	1	< 0.1%
28	3	< 0.1%
27	2	< 0.1%
26	2	< 0.1%

onlastloandpd_ext_coalt
Real number (ℝ_≥0)

ZEROS

Distinct	33
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1458418681

Minimum	0
Maximum	49
Zeros	14372
Zeros (%)	98.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	49
Range	49
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.573041967
Coefficient of variation (CV)	10.78594225
Kurtosis	285.6333515
Mean	0.1458418681
Median Absolute Deviation (MAD)	0
Skewness	15.27366906
Sum	2136
Variance	2.474461029
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	14372	98.1%
1	63	0.4%
2	42	0.3%
3	23	0.2%
4	20	0.1%
6	15	0.1%
11	11	0.1%
15	10	0.1%
5	9	0.1%
12	8	0.1%
Other values (23)	73	0.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14372	98.1%
1	63	0.4%
2	42	0.3%
3	23	0.2%
4	20	0.1%

Value	Count	Frequency (%)
49	1	< 0.1%
43	1	< 0.1%
41	1	< 0.1%
35	1	< 0.1%
31	2	< 0.1%

onmaxdpd_coalt
Real number (ℝ_≥0)

ZEROS

Distinct	46
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3911648232

Minimum	0
Maximum	80
Zeros	13851
Zeros (%)	94.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	80
Range	80
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.771532809
Coefficient of variation (CV)	7.085332434
Kurtosis	231.0472821
Mean	0.3911648232
Median Absolute Deviation (MAD)	0
Skewness	12.95176603
Sum	5729
Variance	7.681394109
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0	13851	94.6%
1	191	1.3%
2	118	0.8%
3	88	0.6%
4	54	0.4%
6	47	0.3%
5	45	0.3%
7	22	0.2%
11	21	0.1%
10	20	0.1%
Other values (36)	189	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13851	94.6%
1	191	1.3%
2	118	0.8%
3	88	0.6%
4	54	0.4%

Value	Count	Frequency (%)
80	1	< 0.1%
75	1	< 0.1%
70	1	< 0.1%
58	1	< 0.1%
56	1	< 0.1%

onmaxdpd_ext_coalt
Real number (ℝ_≥0)

ZEROS

Distinct	62
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.582548136

Minimum	0
Maximum	108
Zeros	13740
Zeros (%)	93.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	108
Range	108
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.961126395
Coefficient of variation (CV)	6.799655084
Kurtosis	203.8967158
Mean	0.582548136
Median Absolute Deviation (MAD)	0
Skewness	12.24976927
Sum	8532
Variance	15.69052232
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13740	93.8%
1	191	1.3%
2	123	0.8%
3	83	0.6%
4	61	0.4%
6	52	0.4%
5	44	0.3%
7	30	0.2%
11	29	0.2%
9	23	0.2%
Other values (52)	270	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13740	93.8%
1	191	1.3%
2	123	0.8%
3	83	0.6%
4	61	0.4%

Value	Count	Frequency (%)
108	1	< 0.1%
95	1	< 0.1%
91	1	< 0.1%
87	2	< 0.1%
81	1	< 0.1%

onsex
Real number (ℝ_≥0)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.45705312

Minimum	1
Maximum	2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	2
Maximum	2
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4981691583
Coefficient of variation (CV)	0.3419018506
Kurtosis	-1.970532722
Mean	1.45705312
Median Absolute Deviation (MAD)	0
Skewness	0.1724424101
Sum	21340
Variance	0.2481725103
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	7952	54.3%
2	6694	45.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	7952	54.3%
2	6694	45.7%

Value	Count	Frequency (%)
2	6694	45.7%
1	7952	54.3%

diff_customerincome
Real number (ℝ)

SKEWED

Distinct	1001
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-150357.0597

Minimum	-2147483647
Maximum	713761
Zeros	25
Zeros (%)	0.2%
Negative	14345
Negative (%)	97.9%
Memory size	114.5 KiB

Quantile statistics

Minimum	-2147483647
5-th percentile	-8000
Q1	-4000
median	-3000
Q3	-2200
95-th percentile	-500
Maximum	713761
Range	2148197408
Interquartile range (IQR)	1800

Descriptive statistics

Standard deviation	17744742.72
Coefficient of variation (CV)	-118.0173565
Kurtosis	14645.98502
Mean	-150357.0597
Median Absolute Deviation (MAD)	1000
Skewness	-121.0205666
Sum	-2202129496
Variance	3.148758942 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3000	1233	8.4%
-2500	995	6.8%
-3500	784	5.4%
-4000	754	5.1%
-2000	589	4.0%
-5000	538	3.7%
-2600	427	2.9%
-4500	405	2.8%
-3200	389	2.7%
-2800	374	2.6%
Other values (991)	8158	55.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2147483647	1	< 0.1%
-600000	1	< 0.1%
-412995	1	< 0.1%
-400040	1	< 0.1%
-380000	2	< 0.1%

Value	Count	Frequency (%)
713761	1	< 0.1%
330007	1	< 0.1%
84546	1	< 0.1%
26500	1	< 0.1%
25880	1	< 0.1%

chap_countapplication
Real number (ℝ_≥0)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.036323911

Minimum	1
Maximum	2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	2
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1871012417
Coefficient of variation (CV)	0.1805432064
Kurtosis	22.57588435
Mean	1.036323911
Median Absolute Deviation (MAD)	0
Skewness	4.957096074
Sum	15178
Variance	0.03500687466
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	14114	96.4%
2	532	3.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	14114	96.4%
2	532	3.6%

Value	Count	Frequency (%)
2	532	3.6%
1	14114	96.4%

chap_countrejectedapplications
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	12
Distinct (%)	0.2%
Missing	6906
Missing (%)	47.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.0649870801

Minimum	0
Maximum	15
Zeros	7479
Zeros (%)	51.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	15
Range	15
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4908138573
Coefficient of variation (CV)	7.552483609
Kurtosis	303.1283076
Mean	0.0649870801
Median Absolute Deviation (MAD)	0
Skewness	14.52722121
Sum	503
Variance	0.2408982425
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	7479	51.1%
1	162	1.1%
2	46	0.3%
3	24	0.2%
4	14	0.1%
8	6	< 0.1%
5	4	< 0.1%
15	1	< 0.1%
7	1	< 0.1%
6	1	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	6906	47.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7479	51.1%
1	162	1.1%
2	46	0.3%
3	24	0.2%
4	14	0.1%

Value	Count	Frequency (%)
15	1	< 0.1%
14	1	< 0.1%
11	1	< 0.1%
8	6	< 0.1%
7	1	< 0.1%

max_ondpd
Real number (ℝ_≥0)

ZEROS

Distinct	31
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3226819609

Minimum	0
Maximum	30
Zeros	13851
Zeros (%)	94.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	30
Range	30
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.011014482
Coefficient of variation (CV)	6.232187495
Kurtosis	87.00933496
Mean	0.3226819609
Median Absolute Deviation (MAD)	0
Skewness	8.715984383
Sum	4726
Variance	4.044179246
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	13851	94.6%
1	203	1.4%
2	128	0.9%
3	95	0.6%
4	62	0.4%
6	42	0.3%
5	34	0.2%
7	26	0.2%
11	21	0.1%
9	20	0.1%
Other values (21)	164	1.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13851	94.6%
1	203	1.4%
2	128	0.9%
3	95	0.6%
4	62	0.4%

Value	Count	Frequency (%)
30	3	< 0.1%
29	1	< 0.1%
28	3	< 0.1%
27	1	< 0.1%
26	1	< 0.1%

max_ondpd_ext
Real number (ℝ_≥0)

ZEROS

Distinct	31
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4019527516

Minimum	0
Maximum	30
Zeros	13740
Zeros (%)	93.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	30
Range	30
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.296503854
Coefficient of variation (CV)	5.713367666
Kurtosis	66.33593124
Mean	0.4019527516
Median Absolute Deviation (MAD)	0
Skewness	7.69433356
Sum	5887
Variance	5.273929952
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	13740	93.8%
1	215	1.5%
2	141	1.0%
3	94	0.6%
4	66	0.5%
6	51	0.3%
5	46	0.3%
7	31	0.2%
11	24	0.2%
9	23	0.2%
Other values (21)	215	1.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13740	93.8%
1	215	1.5%
2	141	1.0%
3	94	0.6%
4	66	0.5%

Value	Count	Frequency (%)
30	3	< 0.1%
29	1	< 0.1%
28	3	< 0.1%
27	2	< 0.1%
26	2	< 0.1%

max_onlastloandpd_ext
Real number (ℝ_≥0)

ZEROS

Distinct	33
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1458418681

Minimum	0
Maximum	49
Zeros	14372
Zeros (%)	98.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	49
Range	49
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.573041967
Coefficient of variation (CV)	10.78594225
Kurtosis	285.6333515
Mean	0.1458418681
Median Absolute Deviation (MAD)	0
Skewness	15.27366906
Sum	2136
Variance	2.474461029
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	14372	98.1%
1	63	0.4%
2	42	0.3%
3	23	0.2%
4	20	0.1%
6	15	0.1%
11	11	0.1%
15	10	0.1%
5	9	0.1%
12	8	0.1%
Other values (23)	73	0.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14372	98.1%
1	63	0.4%
2	42	0.3%
3	23	0.2%
4	20	0.1%

Value	Count	Frequency (%)
49	1	< 0.1%
43	1	< 0.1%
41	1	< 0.1%
35	1	< 0.1%
31	2	< 0.1%

max_onmaxdpd
Real number (ℝ_≥0)

ZEROS

Distinct	46
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3911648232

Minimum	0
Maximum	80
Zeros	13851
Zeros (%)	94.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	80
Range	80
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.771532809
Coefficient of variation (CV)	7.085332434
Kurtosis	231.0472821
Mean	0.3911648232
Median Absolute Deviation (MAD)	0
Skewness	12.95176603
Sum	5729
Variance	7.681394109
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0	13851	94.6%
1	191	1.3%
2	118	0.8%
3	88	0.6%
4	54	0.4%
6	47	0.3%
5	45	0.3%
7	22	0.2%
11	21	0.1%
10	20	0.1%
Other values (36)	189	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13851	94.6%
1	191	1.3%
2	118	0.8%
3	88	0.6%
4	54	0.4%

Value	Count	Frequency (%)
80	1	< 0.1%
75	1	< 0.1%
70	1	< 0.1%
58	1	< 0.1%
56	1	< 0.1%

max_onmaxdpd_ext
Real number (ℝ_≥0)

ZEROS

Distinct	62
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.582548136

Minimum	0
Maximum	108
Zeros	13740
Zeros (%)	93.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	108
Range	108
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.961126395
Coefficient of variation (CV)	6.799655084
Kurtosis	203.8967158
Mean	0.582548136
Median Absolute Deviation (MAD)	0
Skewness	12.24976927
Sum	8532
Variance	15.69052232
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13740	93.8%
1	191	1.3%
2	123	0.8%
3	83	0.6%
4	61	0.4%
6	52	0.4%
5	44	0.3%
7	30	0.2%
11	29	0.2%
9	23	0.2%
Other values (52)	270	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13740	93.8%
1	191	1.3%
2	123	0.8%
3	83	0.6%
4	61	0.4%

Value	Count	Frequency (%)
108	1	< 0.1%
95	1	< 0.1%
91	1	< 0.1%
87	2	< 0.1%
81	1	< 0.1%

daysafterregistration
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	639
Distinct (%)	11.8%
Missing	9208
Missing (%)	62.9%
Infinite	0
Infinite (%)	0.0%
Mean	115.0066201

Minimum	0
Maximum	2909
Zeros	2703
Zeros (%)	18.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	96
95-th percentile	609.45
Maximum	2909
Range	2909
Interquartile range (IQR)	96

Descriptive statistics

Standard deviation	299.6469843
Coefficient of variation (CV)	2.605475964
Kurtosis	27.40673479
Mean	115.0066201
Median Absolute Deviation (MAD)	1
Skewness	4.7927644
Sum	625406
Variance	89788.3152
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2703	18.5%
1	134	0.9%
6	30	0.2%
3	29	0.2%
31	28	0.2%
28	26	0.2%
8	24	0.2%
7	23	0.2%
64	23	0.2%
33	22	0.2%
Other values (629)	2396	16.4%
(Missing)	9208	62.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2703	18.5%
1	134	0.9%
2	20	0.1%
3	29	0.2%
4	20	0.1%

Value	Count	Frequency (%)
2909	1	< 0.1%
2864	1	< 0.1%
2676	1	< 0.1%
2623	1	< 0.1%
2605	3	< 0.1%

num_positive_accounts
Real number (ℝ_≥0)

MISSING

Distinct	57
Distinct (%)	0.5%
Missing	2943
Missing (%)	20.1%
Infinite	0
Infinite (%)	0.0%
Mean	6.352730069

Minimum	1
Maximum	72
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	8
95-th percentile	21
Maximum	72
Range	71
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	7.069749978
Coefficient of variation (CV)	1.112867995
Kurtosis	7.617725012
Mean	6.352730069
Median Absolute Deviation (MAD)	3
Skewness	2.364788495
Sum	74346
Variance	49.98136475
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	2521	17.2%
2	1839	12.6%
3	1362	9.3%
4	921	6.3%
5	739	5.0%
6	606	4.1%
7	436	3.0%
8	427	2.9%
9	361	2.5%
10	303	2.1%
Other values (47)	2188	14.9%
(Missing)	2943	20.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2521	17.2%
2	1839	12.6%
3	1362	9.3%
4	921	6.3%
5	739	5.0%

Value	Count	Frequency (%)
72	1	< 0.1%
63	2	< 0.1%
62	1	< 0.1%
61	1	< 0.1%
57	1	< 0.1%

sum_positive_accounts
Real number (ℝ_≥0)

MISSING

Distinct	7319
Distinct (%)	62.5%
Missing	2943
Missing (%)	20.1%
Infinite	0
Infinite (%)	0.0%
Mean	13909.97729

Minimum	60
Maximum	1095904.74
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	60
5-th percentile	533.06
Q1	1828
median	4953.57
Q3	15267.6
95-th percentile	57648.59
Maximum	1095904.74
Range	1095844.74
Interquartile range (IQR)	13439.6

Descriptive statistics

Standard deviation	27583.80046
Coefficient of variation (CV)	1.983022681
Kurtosis	372.6264157
Mean	13909.97729
Median Absolute Deviation (MAD)	3953.57
Skewness	12.62154933
Sum	162788464.2
Variance	760866047.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	286	2.0%
600	243	1.7%
500	242	1.7%
800	169	1.2%
2000	163	1.1%
2500	78	0.5%
3000	65	0.4%
1500	54	0.4%
300	53	0.4%
580.41	52	0.4%
Other values (7309)	10298	70.3%
(Missing)	2943	20.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
60	4	< 0.1%
100	24	0.2%
102.49	1	< 0.1%
104	1	< 0.1%
104.64	2	< 0.1%

Value	Count	Frequency (%)
1095904.74	1	< 0.1%
903170.86	1	< 0.1%
836597.16	1	< 0.1%
325553.86	1	< 0.1%
313673	1	< 0.1%

days_after_first_positive_accounts
Real number (ℝ)

MISSING

Distinct	1292
Distinct (%)	11.0%
Missing	2943
Missing (%)	20.1%
Infinite	0
Infinite (%)	0.0%
Mean	379.1150132

Minimum	-1410
Maximum	1424
Zeros	16
Zeros (%)	0.1%
Negative	499
Negative (%)	3.4%
Memory size	114.5 KiB

Quantile statistics

Minimum	-1410
5-th percentile	3
Q1	75
median	277
Q3	616
95-th percentile	1073
Maximum	1424
Range	2834
Interquartile range (IQR)	541

Descriptive statistics

Standard deviation	358.7378272
Coefficient of variation (CV)	0.9462506487
Kurtosis	-0.373612194
Mean	379.1150132
Median Absolute Deviation (MAD)	226
Skewness	0.648590868
Sum	4436783
Variance	128692.8287
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	53	0.4%
31	52	0.4%
57	49	0.3%
59	45	0.3%
15	43	0.3%
4	42	0.3%
34	41	0.3%
9	41	0.3%
20	41	0.3%
28	41	0.3%
Other values (1282)	11255	76.8%
(Missing)	2943	20.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1410	1	< 0.1%
-1391	1	< 0.1%
-1078	1	< 0.1%
-1048	1	< 0.1%
-1024	1	< 0.1%

Value	Count	Frequency (%)
1424	1	< 0.1%
1413	1	< 0.1%
1411	1	< 0.1%
1407	1	< 0.1%
1403	1	< 0.1%

days_after_last_positive_accounts
Real number (ℝ)

MISSING

Distinct	1471
Distinct (%)	12.6%
Missing	2943
Missing (%)	20.1%
Infinite	0
Infinite (%)	0.0%
Mean	54.66717936

Minimum	-1594
Maximum	1385
Zeros	96
Zeros (%)	0.7%
Negative	2325
Negative (%)	15.9%
Memory size	114.5 KiB

Quantile statistics

Minimum	-1594
5-th percentile	-417.8
Q1	4
median	24
Q3	75
95-th percentile	572
Maximum	1385
Range	2979
Interquartile range (IQR)	71

Descriptive statistics

Standard deviation	293.2657572
Coefficient of variation (CV)	5.364567199
Kurtosis	6.84007389
Mean	54.66717936
Median Absolute Deviation (MAD)	25
Skewness	-0.6129691009
Sum	639770
Variance	86004.80436
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16	176	1.2%
6	170	1.2%
26	168	1.1%
18	165	1.1%
12	164	1.1%
9	161	1.1%
25	158	1.1%
27	156	1.1%
10	153	1.0%
11	153	1.0%
Other values (1461)	10079	68.8%
(Missing)	2943	20.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1594	1	< 0.1%
-1569	1	< 0.1%
-1566	1	< 0.1%
-1539	1	< 0.1%
-1517	1	< 0.1%

Value	Count	Frequency (%)
1385	1	< 0.1%
1320	1	< 0.1%
1299	1	< 0.1%
1277	2	< 0.1%
1276	1	< 0.1%

amounttotal
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	73
Distinct (%)	0.6%
Missing	2785
Missing (%)	19.0%
Infinite	0
Infinite (%)	0.0%
Mean	71.94273754

Minimum	0
Maximum	64330.99
Zeros	11755
Zeros (%)	80.3%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	64330.99
Range	64330.99
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1682.1731
Coefficient of variation (CV)	23.38211135
Kurtosis	1139.066753
Mean	71.94273754
Median Absolute Deviation (MAD)	0
Skewness	32.34642153
Sum	853312.81
Variance	2829706.339
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11755	80.3%
2065.01	4	< 0.1%
1305	3	< 0.1%
1349.23	3	< 0.1%
33241.51	3	< 0.1%
400	3	< 0.1%
7651.57	3	< 0.1%
3472.36	3	< 0.1%
64330.99	3	< 0.1%
857.76	3	< 0.1%
Other values (63)	78	0.5%
(Missing)	2785	19.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11755	80.3%
20.31	3	< 0.1%
59.48	1	< 0.1%
84.9	1	< 0.1%
103.46	1	< 0.1%

Value	Count	Frequency (%)
64330.99	3	< 0.1%
63689.33	3	< 0.1%
35033.32	2	< 0.1%
33241.51	3	< 0.1%
28800	1	< 0.1%

amounttotalopen
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	75
Distinct (%)	0.6%
Missing	2785
Missing (%)	19.0%
Infinite	0
Infinite (%)	0.0%
Mean	92.71401062

Minimum	0
Maximum	180937.83
Zeros	11753
Zeros (%)	80.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	180937.83
Range	180937.83
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2377.99768
Coefficient of variation (CV)	25.64874137
Kurtosis	3104.70404
Mean	92.71401062
Median Absolute Deviation (MAD)	0
Skewness	48.5920647
Sum	1099680.88
Variance	5654872.965
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11753	80.2%
64330.99	3	< 0.1%
1349.23	3	< 0.1%
33241.51	3	< 0.1%
166.86	3	< 0.1%
8654.5	3	< 0.1%
38.77	3	< 0.1%
7651.57	3	< 0.1%
3378.59	3	< 0.1%
857.76	3	< 0.1%
Other values (65)	81	0.6%
(Missing)	2785	19.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11753	80.2%
38.77	3	< 0.1%
39.02	2	< 0.1%
103.46	1	< 0.1%
135.51	1	< 0.1%

Value	Count	Frequency (%)
180937.83	1	< 0.1%
64330.99	3	< 0.1%
63689.33	3	< 0.1%
35033.32	2	< 0.1%
33241.51	3	< 0.1%

citysize
Categorical

MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	2075
Missing (%)	14.2%
Memory size	114.5 KiB

XXL	3905
XL	3748
S	2735
L	1456
M	727

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	XXL
2nd row	S
3rd row	L
4th row	XXL
5th row	S

Common Values

Value	Count	Frequency (%)
XXL	3905	26.7%
XL	3748	25.6%
S	2735	18.7%
L	1456	9.9%
M	727	5.0%
(Missing)	2075	14.2%

Category Frequency Plot

companiesinhouse
Categorical

MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	2075
Missing (%)	14.2%
Memory size	114.5 KiB

S	4217
UNKNOWN	3078
L	2874
M	1736
XL	666

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	M
2nd row	UNKNOWN
3rd row	L
4th row	L
5th row	UNKNOWN

Common Values

Value	Count	Frequency (%)
S	4217	28.8%
UNKNOWN	3078	21.0%
L	2874	19.6%
M	1736	11.9%
XL	666	4.5%
(Missing)	2075	14.2%

Category Frequency Plot

count
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	6
Distinct (%)	0.1%
Missing	2785
Missing (%)	19.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02900261361

Minimum	0
Maximum	7
Zeros	11586
Zeros (%)	79.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2157427855
Coefficient of variation (CV)	7.438735984
Kurtosis	250.9843235
Mean	0.02900261361
Median Absolute Deviation (MAD)	0
Skewness	12.20811494
Sum	344
Variance	0.04654494949
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	11586	79.1%
1	223	1.5%
2	45	0.3%
3	4	< 0.1%
7	2	< 0.1%
5	1	< 0.1%
(Missing)	2785	19.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11586	79.1%
1	223	1.5%
2	45	0.3%
3	4	< 0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
7	2	< 0.1%
5	1	< 0.1%
3	4	< 0.1%
2	45	0.3%
1	223	1.5%

creditstatusmax
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	5
Distinct (%)	< 0.1%
Missing	2785
Missing (%)	19.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.04653907765

Minimum	0
Maximum	4
Zeros	11586
Zeros (%)	79.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3448379179
Coefficient of variation (CV)	7.409642291
Kurtosis	82.15079564
Mean	0.04653907765
Median Absolute Deviation (MAD)	0
Skewness	8.711426668
Sum	552
Variance	0.1189131896
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
0	11586	79.1%
1	123	0.8%
2	67	0.5%
3	45	0.3%
4	40	0.3%
(Missing)	2785	19.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11586	79.1%
1	123	0.8%
2	67	0.5%
3	45	0.3%
4	40	0.3%

Value	Count	Frequency (%)
4	40	0.3%
3	45	0.3%
2	67	0.5%
1	123	0.8%
0	11586	79.1%

decision
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	25
Missing (%)	0.2%
Memory size	114.5 KiB

GREEN	13926
YELLOW	427
RED	268

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	GREEN
2nd row	GREEN
3rd row	GREEN
4th row	GREEN
5th row	GREEN

Common Values

Value	Count	Frequency (%)
GREEN	13926	95.1%
YELLOW	427	2.9%
RED	268	1.8%
(Missing)	25	0.2%

Category Frequency Plot

gender
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	25
Missing (%)	0.2%
Memory size	114.5 KiB

MALE	7944
FEMALE	6677

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	MALE
2nd row	MALE
3rd row	MALE
4th row	FEMALE
5th row	MALE

Common Values

Value	Count	Frequency (%)
MALE	7944	54.2%
FEMALE	6677	45.6%
(Missing)	25	0.2%

Category Frequency Plot

householdsize
Categorical

MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	2075
Missing (%)	14.2%
Memory size	114.5 KiB

UNKNOWN	6038
S	3821
M	2484
L	228

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	UNKNOWN
2nd row	M
3rd row	S
4th row	UNKNOWN
5th row	UNKNOWN

Common Values

Value	Count	Frequency (%)
UNKNOWN	6038	41.2%
S	3821	26.1%
M	2484	17.0%
L	228	1.6%
(Missing)	2075	14.2%

Category Frequency Plot

housesize
Categorical

MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	2075
Missing (%)	14.2%
Memory size	114.5 KiB

S	3514
L	3262
XL	2105
UNKNOWN	2028
M	1662

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	L
2nd row	S
3rd row	L
4th row	XL
5th row	UNKNOWN

Common Values

Value	Count	Frequency (%)
S	3514	24.0%
L	3262	22.3%
XL	2105	14.4%
UNKNOWN	2028	13.8%
M	1662	11.3%
(Missing)	2075	14.2%

Category Frequency Plot

legalform
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	1941
Missing (%)	13.3%
Memory size	114.5 KiB

UNKNOWN	7142
PERSON	5563

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PERSON
2nd row	PERSON
3rd row	PERSON
4th row	PERSON
5th row	UNKNOWN

Common Values

Value	Count	Frequency (%)
UNKNOWN	7142	48.8%
PERSON	5563	38.0%
(Missing)	1941	13.3%

Category Frequency Plot

swo_ind_active_loans_amount
Real number (ℝ_≥0)

MISSING

Distinct	6503
Distinct (%)	54.9%
Missing	2807
Missing (%)	19.2%
Infinite	0
Infinite (%)	0.0%
Mean	10741.35847

Minimum	1
Maximum	223896.22
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	1
5-th percentile	580.41
Q1	2000
median	5400
Q3	13583.28
95-th percentile	37988.95
Maximum	223896.22
Range	223895.22
Interquartile range (IQR)	11583.28

Descriptive statistics

Standard deviation	14783.89478
Coefficient of variation (CV)	1.376352425
Kurtosis	23.01150386
Mean	10741.35847
Median Absolute Deviation (MAD)	4200
Skewness	3.643325909
Sum	127166942.9
Variance	218563544.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	371	2.5%
500	222	1.5%
600	208	1.4%
2000	163	1.1%
3000	138	0.9%
800	137	0.9%
1500	130	0.9%
1200	110	0.8%
5000	87	0.6%
2500	73	0.5%
Other values (6493)	10200	69.6%
(Missing)	2807	19.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	5	< 0.1%
40	1	< 0.1%
42.95	1	< 0.1%
44.48	1	< 0.1%
49.99	1	< 0.1%

Value	Count	Frequency (%)
223896.22	1	< 0.1%
207079.86	2	< 0.1%
156166.16	1	< 0.1%
153221.83	1	< 0.1%
152308.45	1	< 0.1%

swo_ind_active_loans_number
Real number (ℝ_≥0)

MISSING

Distinct	23
Distinct (%)	0.2%
Missing	2807
Missing (%)	19.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.317425458

Minimum	1
Maximum	24
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	3
Q3	4
95-th percentile	8
Maximum	24
Range	23
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.546362055
Coefficient of variation (CV)	0.7675717472
Kurtosis	4.549903654
Mean	3.317425458
Median Absolute Deviation (MAD)	2
Skewness	1.757272514
Sum	39275
Variance	6.483959717
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
1	3228	22.0%
2	2519	17.2%
3	1877	12.8%
4	1363	9.3%
5	908	6.2%
6	643	4.4%
7	469	3.2%
8	279	1.9%
9	195	1.3%
10	130	0.9%
Other values (13)	228	1.6%
(Missing)	2807	19.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	3228	22.0%
2	2519	17.2%
3	1877	12.8%
4	1363	9.3%
5	908	6.2%

Value	Count	Frequency (%)
24	2	< 0.1%
23	1	< 0.1%
21	2	< 0.1%
20	1	< 0.1%
19	1	< 0.1%

swo_ind_active_loans_open_amount
Real number (ℝ_≥0)

MISSING

Distinct	8708
Distinct (%)	74.0%
Missing	2879
Missing (%)	19.7%
Infinite	0
Infinite (%)	0.0%
Mean	9852.2997

Minimum	3.63
Maximum	163553.98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	3.63
5-th percentile	503
Q1	2000
median	5223.68
Q3	12955.895
95-th percentile	34316.804
Maximum	163553.98
Range	163550.35
Interquartile range (IQR)	10955.895

Descriptive statistics

Standard deviation	12392.20703
Coefficient of variation (CV)	1.257798424
Kurtosis	13.59465713
Mean	9852.2997
Median Absolute Deviation (MAD)	4062.83
Skewness	2.88088717
Sum	115932010.6
Variance	153566795.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	141	1.0%
500	94	0.6%
600	77	0.5%
1005.9	74	0.5%
503	69	0.5%
804.7	55	0.4%
603.6	53	0.4%
580.41	44	0.3%
696.5	41	0.3%
3482.45	36	0.2%
Other values (8698)	11083	75.7%
(Missing)	2879	19.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3.63	1	< 0.1%
4.08	1	< 0.1%
13.42	1	< 0.1%
19.34	1	< 0.1%
40	1	< 0.1%

Value	Count	Frequency (%)
163553.98	1	< 0.1%
144386.5	2	< 0.1%
126273.61	1	< 0.1%
114271.29	1	< 0.1%
110545.12	3	< 0.1%

swo_ind_closed_paid_loans_lenders_number
Real number (ℝ_≥0)

MISSING

Distinct	18
Distinct (%)	0.1%
Missing	998
Missing (%)	6.8%
Infinite	0
Infinite (%)	0.0%
Mean	3.059422626

Minimum	1
Maximum	18
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	4
95-th percentile	7
Maximum	18
Range	17
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.146513159
Coefficient of variation (CV)	0.7016072707
Kurtosis	2.967934863
Mean	3.059422626
Median Absolute Deviation (MAD)	1
Skewness	1.514310803
Sum	41755
Variance	4.60751874
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1	3640	24.9%
2	3254	22.2%
3	2388	16.3%
4	1613	11.0%
5	1006	6.9%
6	701	4.8%
7	423	2.9%
8	256	1.7%
9	167	1.1%
10	91	0.6%
Other values (8)	109	0.7%
(Missing)	998	6.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	3640	24.9%
2	3254	22.2%
3	2388	16.3%
4	1613	11.0%
5	1006	6.9%

Value	Count	Frequency (%)
18	1	< 0.1%
17	1	< 0.1%
16	4	< 0.1%
15	5	< 0.1%
14	4	< 0.1%

swo_ind_loans_number
Real number (ℝ_≥0)

MISSING

Distinct	116
Distinct (%)	0.8%
Missing	820
Missing (%)	5.6%
Infinite	0
Infinite (%)	0.0%
Mean	13.26153624

Minimum	1
Maximum	173
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	4
median	9
Q3	17
95-th percentile	40
Maximum	173
Range	172
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	13.86759472
Coefficient of variation (CV)	1.045700474
Kurtosis	14.44108849
Mean	13.26153624
Median Absolute Deviation (MAD)	5
Skewness	2.905023935
Sum	183354
Variance	192.3101834
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	1070	7.3%
4	1050	7.2%
5	871	5.9%
3	869	5.9%
6	788	5.4%
7	761	5.2%
8	720	4.9%
9	619	4.2%
10	580	4.0%
1	573	3.9%
Other values (106)	5925	40.5%
(Missing)	820	5.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	573	3.9%
2	1070	7.3%
3	869	5.9%
4	1050	7.2%
5	871	5.9%

Value	Count	Frequency (%)
173	1	< 0.1%
163	2	< 0.1%
160	1	< 0.1%
155	1	< 0.1%
150	2	< 0.1%

swo_ind_overdue_loans_number
Real number (ℝ_≥0)

MISSING

Distinct	5
Distinct (%)	0.6%
Missing	13802
Missing (%)	94.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.099526066

Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	5
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4296814048
Coefficient of variation (CV)	0.3907878294
Kurtosis	30.35078264
Mean	1.099526066
Median Absolute Deviation (MAD)	0
Skewness	5.22650865
Sum	928
Variance	0.1846261096
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
1	789	5.4%
2	36	0.2%
3	10	0.1%
4	8	0.1%
5	1	< 0.1%
(Missing)	13802	94.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	789	5.4%
2	36	0.2%
3	10	0.1%
4	8	0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	8	0.1%
3	10	0.1%
2	36	0.2%
1	789	5.4%

swo_ind_same_ip_different_pesel_count
Real number (ℝ_≥0)

MISSING

Distinct	21
Distinct (%)	1.5%
Missing	13222
Missing (%)	90.3%
Infinite	0
Infinite (%)	0.0%
Mean	3.931179775

Minimum	1
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	3
95-th percentile	10
Maximum	50
Range	49
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	9.231894043
Coefficient of variation (CV)	2.348377477
Kurtosis	19.56417189
Mean	3.931179775
Median Absolute Deviation (MAD)	0
Skewness	4.53138517
Sum	5598
Variance	85.22786762
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
1	747	5.1%
2	277	1.9%
3	166	1.1%
4	63	0.4%
50	51	0.3%
5	39	0.3%
7	26	0.2%
8	13	0.1%
6	12	0.1%
9	5	< 0.1%
Other values (11)	25	0.2%
(Missing)	13222	90.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	747	5.1%
2	277	1.9%
3	166	1.1%
4	63	0.4%
5	39	0.3%

Value	Count	Frequency (%)
50	51	0.3%
40	1	< 0.1%
24	1	< 0.1%
22	3	< 0.1%
21	2	< 0.1%

swo_ind_same_ip_different_pesel_count_unique
Real number (ℝ_≥0)

MISSING

Distinct	17
Distinct (%)	1.2%
Missing	13222
Missing (%)	90.3%
Infinite	0
Infinite (%)	0.0%
Mean	3.325842697

Minimum	1
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	7
Maximum	50
Range	49
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	9.189456246
Coefficient of variation (CV)	2.763045966
Kurtosis	21.05629068
Mean	3.325842697
Median Absolute Deviation (MAD)	0
Skewness	4.741355893
Sum	4736
Variance	84.44610611
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
1	988	6.7%
2	243	1.7%
3	89	0.6%
50	51	0.3%
4	16	0.1%
5	9	0.1%
6	5	< 0.1%
8	5	< 0.1%
21	4	< 0.1%
9	3	< 0.1%
Other values (7)	11	0.1%
(Missing)	13222	90.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	988	6.7%
2	243	1.7%
3	89	0.6%
4	16	0.1%
5	9	0.1%

Value	Count	Frequency (%)
50	51	0.3%
30	1	< 0.1%
21	4	< 0.1%
19	1	< 0.1%
18	2	< 0.1%

value
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	46
Missing (%)	0.3%
Memory size	114.5 KiB

UNKNOWN	11070
ADULT	3530

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ADULT
2nd row	ADULT
3rd row	UNKNOWN
4th row	ADULT
5th row	UNKNOWN

Common Values

Value	Count	Frequency (%)
UNKNOWN	11070	75.6%
ADULT	3530	24.1%
(Missing)	46	0.3%

Category Frequency Plot

chap_coef
Real number (ℝ_≥0)

MISSING

Distinct	482
Distinct (%)	4.1%
Missing	2807
Missing (%)	19.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.3146909677

Minimum	0.011627907
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0.011627907
5-th percentile	0.0680303029
Q1	0.166666667
median	0.285714286
Q3	0.444444444
95-th percentile	0.666666667
Maximum	1
Range	0.988372093
Interquartile range (IQR)	0.277777777

Descriptive statistics

Standard deviation	0.1891402532
Coefficient of variation (CV)	0.6010348963
Kurtosis	1.054115879
Mean	0.3146909677
Median Absolute Deviation (MAD)	0.131868132
Skewness	0.9164783743
Sum	3725.626367
Variance	0.03577403537
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	1557	10.6%
0.333333333	961	6.6%
0.25	747	5.1%
0.2	510	3.5%
0.4	462	3.2%
0.166666667	383	2.6%
0.142857143	316	2.2%
0.285714286	271	1.9%
0.125	243	1.7%
0.666666667	220	1.5%
Other values (472)	6169	42.1%
(Missing)	2807	19.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.011627907	1	< 0.1%
0.012987013	1	< 0.1%
0.014925373	2	< 0.1%
0.015873016	1	< 0.1%
0.016393443	1	< 0.1%

Value	Count	Frequency (%)
1	156	1.1%
0.888888889	2	< 0.1%
0.875	8	0.1%
0.857142857	4	< 0.1%
0.833333333	18	0.1%

correspondence_address_different_pesel_count_p0_1
Real number (ℝ_≥0)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.04595111293

Minimum	0
Maximum	9
Zeros	14180
Zeros (%)	96.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.295415627
Coefficient of variation (CV)	6.428911253
Kurtosis	130.3049097
Mean	0.04595111293
Median Absolute Deviation (MAD)	0
Skewness	9.370283604
Sum	673
Variance	0.08727039269
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	14180	96.8%
1	329	2.2%
2	91	0.6%
3	29	0.2%
4	14	0.1%
5	2	< 0.1%
9	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14180	96.8%
1	329	2.2%
2	91	0.6%
3	29	0.2%
4	14	0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
5	2	< 0.1%
4	14	0.1%
3	29	0.2%
2	91	0.6%

correspondence_address_different_pesel_count_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08801037826

Minimum	0
Maximum	13
Zeros	13823
Zeros (%)	94.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	13
Range	13
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4397114593
Coefficient of variation (CV)	4.996131911
Kurtosis	104.9410798
Mean	0.08801037826
Median Absolute Deviation (MAD)	0
Skewness	8.017849749
Sum	1289
Variance	0.1933461675
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	13823	94.4%
1	554	3.8%
2	153	1.0%
3	71	0.5%
4	26	0.2%
5	11	0.1%
6	6	< 0.1%
8	1	< 0.1%
13	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13823	94.4%
1	554	3.8%
2	153	1.0%
3	71	0.5%
4	26	0.2%

Value	Count	Frequency (%)
13	1	< 0.1%
8	1	< 0.1%
6	6	< 0.1%
5	11	0.1%
4	26	0.2%

correspondence_address_different_pesel_count_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.162569985

Minimum	0
Maximum	16
Zeros	13307
Zeros (%)	90.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	16
Range	16
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6620947579
Coefficient of variation (CV)	4.072675273
Kurtosis	67.51191311
Mean	0.162569985
Median Absolute Deviation (MAD)	0
Skewness	6.679743448
Sum	2381
Variance	0.4383694685
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	13307	90.9%
1	838	5.7%
2	243	1.7%
3	129	0.9%
4	57	0.4%
5	33	0.2%
6	18	0.1%
7	14	0.1%
9	4	< 0.1%
11	1	< 0.1%
Other values (2)	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13307	90.9%
1	838	5.7%
2	243	1.7%
3	129	0.9%
4	57	0.4%

Value	Count	Frequency (%)
16	1	< 0.1%
11	1	< 0.1%
9	4	< 0.1%
8	1	< 0.1%
7	14	0.1%

correspondence_address_different_pesel_count_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	26
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5215075789

Minimum	0
Maximum	37
Zeros	11768
Zeros (%)	80.3%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	37
Range	37
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.68541076
Coefficient of variation (CV)	3.231804922
Kurtosis	97.33419357
Mean	0.5215075789
Median Absolute Deviation (MAD)	0
Skewness	7.50499107
Sum	7638
Variance	2.840609431
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	11768	80.3%
1	1373	9.4%
2	567	3.9%
3	330	2.3%
4	182	1.2%
5	115	0.8%
6	82	0.6%
7	77	0.5%
8	41	0.3%
9	25	0.2%
Other values (16)	86	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11768	80.3%
1	1373	9.4%
2	567	3.9%
3	330	2.3%
4	182	1.2%

Value	Count	Frequency (%)
37	1	< 0.1%
36	3	< 0.1%
32	1	< 0.1%
27	1	< 0.1%
26	1	< 0.1%

correspondence_address_different_pesel_count_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	50
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.346920661

Minimum	0
Maximum	85
Zeros	10110
Zeros (%)	69.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	7
Maximum	85
Range	85
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.957768667
Coefficient of variation (CV)	2.938382921
Kurtosis	101.0311629
Mean	1.346920661
Median Absolute Deviation (MAD)	0
Skewness	7.776784575
Sum	19727
Variance	15.66393282
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10110	69.0%
1	1600	10.9%
2	788	5.4%
3	522	3.6%
4	325	2.2%
5	253	1.7%
7	206	1.4%
6	173	1.2%
8	127	0.9%
9	85	0.6%
Other values (40)	457	3.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10110	69.0%
1	1600	10.9%
2	788	5.4%
3	522	3.6%
4	325	2.2%

Value	Count	Frequency (%)
85	1	< 0.1%
83	3	< 0.1%
77	1	< 0.1%
68	2	< 0.1%
50	3	< 0.1%

correspondence_address_different_pesel_count_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	74
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.695070326

Minimum	0
Maximum	100
Zeros	8657
Zeros (%)	59.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	14
Maximum	100
Range	100
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	6.800498968
Coefficient of variation (CV)	2.523310394
Kurtosis	48.20179243
Mean	2.695070326
Median Absolute Deviation (MAD)	0
Skewness	5.635987116
Sum	39472
Variance	46.24678621
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8657	59.1%
1	1649	11.3%
2	878	6.0%
3	599	4.1%
4	424	2.9%
5	355	2.4%
6	277	1.9%
7	225	1.5%
8	204	1.4%
9	163	1.1%
Other values (64)	1215	8.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8657	59.1%
1	1649	11.3%
2	878	6.0%
3	599	4.1%
4	424	2.9%

Value	Count	Frequency (%)
100	7	< 0.1%
92	2	< 0.1%
82	1	< 0.1%
81	1	< 0.1%
80	1	< 0.1%

correspondence_address_different_pesel_count_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	92
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.722586372

Minimum	0
Maximum	100
Zeros	7622
Zeros (%)	52.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5
95-th percentile	24
Maximum	100
Range	100
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	10.4040721
Coefficient of variation (CV)	2.203045382
Kurtosis	23.13719317
Mean	4.722586372
Median Absolute Deviation (MAD)	0
Skewness	4.126436741
Sum	69167
Variance	108.2447162
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7622	52.0%
1	1459	10.0%
2	850	5.8%
3	555	3.8%
4	474	3.2%
5	416	2.8%
6	336	2.3%
8	257	1.8%
7	252	1.7%
9	216	1.5%
Other values (82)	2209	15.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7622	52.0%
1	1459	10.0%
2	850	5.8%
3	555	3.8%
4	474	3.2%

Value	Count	Frequency (%)
100	20	0.1%
98	1	< 0.1%
97	1	< 0.1%
95	3	< 0.1%
94	1	< 0.1%

correspondence_address_different_pesel_count_unique_p0_1
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.03454868223

Minimum	0
Maximum	5
Zeros	14180
Zeros (%)	96.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2041759941
Coefficient of variation (CV)	5.909805554
Kurtosis	94.47614218
Mean	0.03454868223
Median Absolute Deviation (MAD)	0
Skewness	7.87988109
Sum	506
Variance	0.04168783659
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	14180	96.8%
1	440	3.0%
2	18	0.1%
4	4	< 0.1%
3	3	< 0.1%
5	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14180	96.8%
1	440	3.0%
2	18	0.1%
3	3	< 0.1%
4	4	< 0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	4	< 0.1%
3	3	< 0.1%
2	18	0.1%
1	440	3.0%

correspondence_address_different_pesel_count_unique_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06582001912

Minimum	0
Maximum	7
Zeros	13823
Zeros (%)	94.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2984596282
Coefficient of variation (CV)	4.534481031
Kurtosis	68.84514895
Mean	0.06582001912
Median Absolute Deviation (MAD)	0
Skewness	6.519940886
Sum	964
Variance	0.08907814965
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	13823	94.4%
1	715	4.9%
2	92	0.6%
3	7	< 0.1%
5	5	< 0.1%
4	3	< 0.1%
7	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13823	94.4%
1	715	4.9%
2	92	0.6%
3	7	< 0.1%
4	3	< 0.1%

Value	Count	Frequency (%)
7	1	< 0.1%
5	5	< 0.1%
4	3	< 0.1%
3	7	< 0.1%
2	92	0.6%

correspondence_address_different_pesel_count_unique_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1194865492

Minimum	0
Maximum	9
Zeros	13307
Zeros (%)	90.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4311923443
Coefficient of variation (CV)	3.608710328
Kurtosis	41.2554723
Mean	0.1194865492
Median Absolute Deviation (MAD)	0
Skewness	5.161255043
Sum	1750
Variance	0.1859268378
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	13307	90.9%
1	1045	7.1%
2	213	1.5%
3	59	0.4%
4	14	0.1%
5	6	< 0.1%
7	1	< 0.1%
9	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13307	90.9%
1	1045	7.1%
2	213	1.5%
3	59	0.4%
4	14	0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
7	1	< 0.1%
5	6	< 0.1%
4	14	0.1%
3	59	0.4%

correspondence_address_different_pesel_count_unique_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3232964632

Minimum	0
Maximum	25
Zeros	11768
Zeros (%)	80.3%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	25
Range	25
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.8659639508
Coefficient of variation (CV)	2.678544461
Kurtosis	114.3908103
Mean	0.3232964632
Median Absolute Deviation (MAD)	0
Skewness	6.862276447
Sum	4735
Variance	0.7498935641
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	11768	80.3%
1	1786	12.2%
2	690	4.7%
3	235	1.6%
4	100	0.7%
5	33	0.2%
6	18	0.1%
7	4	< 0.1%
8	3	< 0.1%
13	3	< 0.1%
Other values (5)	6	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11768	80.3%
1	1786	12.2%
2	690	4.7%
3	235	1.6%
4	100	0.7%

Value	Count	Frequency (%)
25	1	< 0.1%
23	1	< 0.1%
19	1	< 0.1%
13	3	< 0.1%
12	2	< 0.1%

correspondence_address_different_pesel_count_unique_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	23
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6948654923

Minimum	0
Maximum	28
Zeros	10110
Zeros (%)	69.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	28
Range	28
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.503276355
Coefficient of variation (CV)	2.163406259
Kurtosis	51.01654886
Mean	0.6948654923
Median Absolute Deviation (MAD)	0
Skewness	4.97067733
Sum	10177
Variance	2.259839801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	10110	69.0%
1	2082	14.2%
2	1097	7.5%
3	650	4.4%
4	310	2.1%
5	168	1.1%
6	89	0.6%
7	55	0.4%
8	28	0.2%
10	16	0.1%
Other values (13)	41	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10110	69.0%
1	2082	14.2%
2	1097	7.5%
3	650	4.4%
4	310	2.1%

Value	Count	Frequency (%)
28	1	< 0.1%
27	2	< 0.1%
26	1	< 0.1%
24	3	< 0.1%
22	1	< 0.1%

correspondence_address_different_pesel_count_unique_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	31
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.238699986

Minimum	0
Maximum	37
Zeros	8657
Zeros (%)	59.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	6
Maximum	37
Range	37
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.343431211
Coefficient of variation (CV)	1.891847289
Kurtosis	30.35817481
Mean	1.238699986
Median Absolute Deviation (MAD)	0
Skewness	4.01496716
Sum	18142
Variance	5.491669843
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	8657	59.1%
1	2120	14.5%
2	1281	8.7%
3	826	5.6%
4	594	4.1%
5	382	2.6%
6	261	1.8%
7	168	1.1%
8	120	0.8%
9	52	0.4%
Other values (21)	185	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8657	59.1%
1	2120	14.5%
2	1281	8.7%
3	826	5.6%
4	594	4.1%

Value	Count	Frequency (%)
37	1	< 0.1%
36	2	< 0.1%
33	1	< 0.1%
29	1	< 0.1%
28	4	< 0.1%

correspondence_address_different_pesel_count_unique_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	40
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.939847057

Minimum	0
Maximum	53
Zeros	7622
Zeros (%)	52.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	8
Maximum	53
Range	53
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.397024437
Coefficient of variation (CV)	1.751181581
Kurtosis	20.28314136
Mean	1.939847057
Median Absolute Deviation (MAD)	0
Skewness	3.423061923
Sum	28411
Variance	11.53977503
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
0	7622	52.0%
1	1963	13.4%
2	1232	8.4%
3	935	6.4%
4	737	5.0%
5	528	3.6%
6	369	2.5%
7	291	2.0%
8	241	1.6%
9	154	1.1%
Other values (30)	574	3.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7622	52.0%
1	1963	13.4%
2	1232	8.4%
3	935	6.4%
4	737	5.0%

Value	Count	Frequency (%)
53	1	< 0.1%
45	1	< 0.1%
40	1	< 0.1%
38	1	< 0.1%
37	1	< 0.1%

pesel_different_correspondence_address_count_p0_1
Real number (ℝ_≥0)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.07592516728

Minimum	0
Maximum	10
Zeros	13825
Zeros (%)	94.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3713512567
Coefficient of variation (CV)	4.891016641
Kurtosis	136.6272554
Mean	0.07592516728
Median Absolute Deviation (MAD)	0
Skewness	8.654298877
Sum	1112
Variance	0.1379017558
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	13825	94.4%
1	631	4.3%
2	129	0.9%
3	40	0.3%
4	17	0.1%
10	3	< 0.1%
5	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13825	94.4%
1	631	4.3%
2	129	0.9%
3	40	0.3%
4	17	0.1%

Value	Count	Frequency (%)
10	3	< 0.1%
5	1	< 0.1%
4	17	0.1%
3	40	0.3%
2	129	0.9%

pesel_different_correspondence_address_count_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1179844326

Minimum	0
Maximum	10
Zeros	13454
Zeros (%)	91.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.473837396
Coefficient of variation (CV)	4.016100984
Kurtosis	66.05295661
Mean	0.1179844326
Median Absolute Deviation (MAD)	0
Skewness	6.355089628
Sum	1728
Variance	0.2245218778
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	13454	91.9%
1	853	5.8%
2	214	1.5%
3	84	0.6%
4	26	0.2%
5	11	0.1%
10	3	< 0.1%
6	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13454	91.9%
1	853	5.8%
2	214	1.5%
3	84	0.6%
4	26	0.2%

Value	Count	Frequency (%)
10	3	< 0.1%
6	1	< 0.1%
5	11	0.1%
4	26	0.2%
3	84	0.6%

pesel_different_correspondence_address_count_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1876280213

Minimum	0
Maximum	11
Zeros	12970
Zeros (%)	88.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	11
Range	11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6527719186
Coefficient of variation (CV)	3.479074789
Kurtosis	44.52971589
Mean	0.1876280213
Median Absolute Deviation (MAD)	0
Skewness	5.486529725
Sum	2748
Variance	0.4261111777
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	12970	88.6%
1	1091	7.4%
2	318	2.2%
3	151	1.0%
4	64	0.4%
5	29	0.2%
6	13	0.1%
10	3	< 0.1%
7	3	< 0.1%
11	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12970	88.6%
1	1091	7.4%
2	318	2.2%
3	151	1.0%
4	64	0.4%

Value	Count	Frequency (%)
11	2	< 0.1%
10	3	< 0.1%
8	2	< 0.1%
7	3	< 0.1%
6	13	0.1%

pesel_different_correspondence_address_count_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	19
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4918749147

Minimum	0
Maximum	38
Zeros	11493
Zeros (%)	78.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	38
Range	38
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.378678124
Coefficient of variation (CV)	2.802903916
Kurtosis	66.7993514
Mean	0.4918749147
Median Absolute Deviation (MAD)	0
Skewness	5.810137104
Sum	7204
Variance	1.900753371
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	11493	78.5%
1	1614	11.0%
2	675	4.6%
3	299	2.0%
4	205	1.4%
5	141	1.0%
6	67	0.5%
7	53	0.4%
8	41	0.3%
9	14	0.1%
Other values (9)	44	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11493	78.5%
1	1614	11.0%
2	675	4.6%
3	299	2.0%
4	205	1.4%

Value	Count	Frequency (%)
38	1	< 0.1%
17	5	< 0.1%
16	3	< 0.1%
15	4	< 0.1%
14	5	< 0.1%

pesel_different_correspondence_address_count_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	30
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.004233238

Minimum	0
Maximum	39
Zeros	10299
Zeros (%)	70.3%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	5
Maximum	39
Range	39
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.468590501
Coefficient of variation (CV)	2.458184422
Kurtosis	30.35242752
Mean	1.004233238
Median Absolute Deviation (MAD)	0
Skewness	4.531040683
Sum	14708
Variance	6.09393906
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	10299	70.3%
1	1572	10.7%
2	878	6.0%
3	550	3.8%
4	375	2.6%
5	250	1.7%
6	176	1.2%
7	122	0.8%
8	88	0.6%
9	71	0.5%
Other values (20)	265	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10299	70.3%
1	1572	10.7%
2	878	6.0%
3	550	3.8%
4	375	2.6%

Value	Count	Frequency (%)
39	1	< 0.1%
37	1	< 0.1%
32	2	< 0.1%
27	2	< 0.1%
26	1	< 0.1%

pesel_different_correspondence_address_count_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	39
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.486822341

Minimum	0
Maximum	69
Zeros	9434
Zeros (%)	64.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	8
Maximum	69
Range	69
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.412856586
Coefficient of variation (CV)	2.295403084
Kurtosis	34.08535326
Mean	1.486822341
Median Absolute Deviation (MAD)	0
Skewness	4.482439237
Sum	21776
Variance	11.64759008
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	9434	64.4%
1	1727	11.8%
2	888	6.1%
3	579	4.0%
4	453	3.1%
5	324	2.2%
6	224	1.5%
7	214	1.5%
8	147	1.0%
9	127	0.9%
Other values (29)	529	3.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9434	64.4%
1	1727	11.8%
2	888	6.1%
3	579	4.0%
4	453	3.1%

Value	Count	Frequency (%)
69	1	< 0.1%
51	1	< 0.1%
45	1	< 0.1%
42	1	< 0.1%
41	1	< 0.1%

pesel_different_correspondence_address_count_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	52
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.897582958

Minimum	0
Maximum	86
Zeros	8863
Zeros (%)	60.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	10
Maximum	86
Range	86
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	4.291307597
Coefficient of variation (CV)	2.261459811
Kurtosis	37.96673847
Mean	1.897582958
Median Absolute Deviation (MAD)	0
Skewness	4.713494085
Sum	27792
Variance	18.41532089
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8863	60.5%
1	1782	12.2%
2	927	6.3%
3	657	4.5%
4	490	3.3%
5	326	2.2%
6	264	1.8%
7	236	1.6%
8	167	1.1%
9	150	1.0%
Other values (42)	784	5.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8863	60.5%
1	1782	12.2%
2	927	6.3%
3	657	4.5%
4	490	3.3%

Value	Count	Frequency (%)
86	1	< 0.1%
69	1	< 0.1%
56	1	< 0.1%
55	1	< 0.1%
53	1	< 0.1%

pesel_different_correspondence_address_count_unique_p0_1
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06076744504

Minimum	0
Maximum	5
Zeros	13825
Zeros (%)	94.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2638989862
Coefficient of variation (CV)	4.342769159
Kurtosis	45.98748248
Mean	0.06076744504
Median Absolute Deviation (MAD)	0
Skewness	5.457749485
Sum	890
Variance	0.0696426749
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	13825	94.4%
1	765	5.2%
2	50	0.3%
5	3	< 0.1%
3	2	< 0.1%
4	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13825	94.4%
1	765	5.2%
2	50	0.3%
3	2	< 0.1%
4	1	< 0.1%

Value	Count	Frequency (%)
5	3	< 0.1%
4	1	< 0.1%
3	2	< 0.1%
2	50	0.3%
1	765	5.2%

pesel_different_correspondence_address_count_unique_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.09436023488

Minimum	0
Maximum	5
Zeros	13454
Zeros (%)	91.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3426638516
Coefficient of variation (CV)	3.631443394
Kurtosis	27.91486601
Mean	0.09436023488
Median Absolute Deviation (MAD)	0
Skewness	4.502852585
Sum	1382
Variance	0.1174185152
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	13454	91.9%
1	1032	7.0%
2	141	1.0%
3	11	0.1%
4	5	< 0.1%
5	3	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13454	91.9%
1	1032	7.0%
2	141	1.0%
3	11	0.1%
4	5	< 0.1%

Value	Count	Frequency (%)
5	3	< 0.1%
4	5	< 0.1%
3	11	0.1%
2	141	1.0%
1	1032	7.0%

pesel_different_correspondence_address_count_unique_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1457735901

Minimum	0
Maximum	6
Zeros	12970
Zeros (%)	88.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4528859988
Coefficient of variation (CV)	3.106776739
Kurtosis	21.37592983
Mean	0.1457735901
Median Absolute Deviation (MAD)	0
Skewness	3.975954905
Sum	2135
Variance	0.2051057279
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	12970	88.6%
1	1311	9.0%
2	296	2.0%
3	54	0.4%
4	7	< 0.1%
5	6	< 0.1%
6	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12970	88.6%
1	1311	9.0%
2	296	2.0%
3	54	0.4%
4	7	< 0.1%

Value	Count	Frequency (%)
6	2	< 0.1%
5	6	< 0.1%
4	7	< 0.1%
3	54	0.4%
2	296	2.0%

pesel_different_correspondence_address_count_unique_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.325344804

Minimum	0
Maximum	7
Zeros	11493
Zeros (%)	78.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7342162768
Coefficient of variation (CV)	2.256732757
Kurtosis	10.46396915
Mean	0.325344804
Median Absolute Deviation (MAD)	0
Skewness	2.891323761
Sum	4765
Variance	0.5390735411
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	11493	78.5%
1	2054	14.0%
2	738	5.0%
3	254	1.7%
4	77	0.5%
5	18	0.1%
6	9	0.1%
7	3	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11493	78.5%
1	2054	14.0%
2	738	5.0%
3	254	1.7%
4	77	0.5%

Value	Count	Frequency (%)
7	3	< 0.1%
6	9	0.1%
5	18	0.1%
4	77	0.5%
3	254	1.7%

pesel_different_correspondence_address_count_unique_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5688242524

Minimum	0
Maximum	11
Zeros	10299
Zeros (%)	70.3%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	11
Range	11
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.096881739
Coefficient of variation (CV)	1.928331527
Kurtosis	8.480784875
Mean	0.5688242524
Median Absolute Deviation (MAD)	0
Skewness	2.553080853
Sum	8331
Variance	1.20314955
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	10299	70.3%
1	2112	14.4%
2	1221	8.3%
3	586	4.0%
4	252	1.7%
5	104	0.7%
6	42	0.3%
7	14	0.1%
8	9	0.1%
10	4	< 0.1%
Other values (2)	3	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10299	70.3%
1	2112	14.4%
2	1221	8.3%
3	586	4.0%
4	252	1.7%

Value	Count	Frequency (%)
11	1	< 0.1%
10	4	< 0.1%
9	2	< 0.1%
8	9	0.1%
7	14	0.1%

pesel_different_correspondence_address_count_unique_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7908643998

Minimum	0
Maximum	12
Zeros	9434
Zeros (%)	64.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	12
Range	12
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.396293627
Coefficient of variation (CV)	1.765528487
Kurtosis	6.81182804
Mean	0.7908643998
Median Absolute Deviation (MAD)	0
Skewness	2.33883602
Sum	11583
Variance	1.949635893
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	9434	64.4%
1	2243	15.3%
2	1256	8.6%
3	860	5.9%
4	415	2.8%
5	233	1.6%
6	106	0.7%
7	49	0.3%
8	28	0.2%
9	12	0.1%
Other values (3)	10	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9434	64.4%
1	2243	15.3%
2	1256	8.6%
3	860	5.9%
4	415	2.8%

Value	Count	Frequency (%)
12	4	< 0.1%
11	4	< 0.1%
10	2	< 0.1%
9	12	0.1%
8	28	0.2%

pesel_different_correspondence_address_count_unique_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9720060085

Minimum	0
Maximum	15
Zeros	8863
Zeros (%)	60.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	15
Range	15
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.644144404
Coefficient of variation (CV)	1.691496132
Kurtosis	6.443410329
Mean	0.9720060085
Median Absolute Deviation (MAD)	0
Skewness	2.283807974
Sum	14236
Variance	2.70321082
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	8863	60.5%
1	2338	16.0%
2	1269	8.7%
3	881	6.0%
4	570	3.9%
5	353	2.4%
6	180	1.2%
7	82	0.6%
8	44	0.3%
9	30	0.2%
Other values (5)	36	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8863	60.5%
1	2338	16.0%
2	1269	8.7%
3	881	6.0%
4	570	3.9%

Value	Count	Frequency (%)
15	1	< 0.1%
13	1	< 0.1%
12	6	< 0.1%
11	16	0.1%
10	12	0.1%

swo_ind_active_loans_number_p0_1
Real number (ℝ_≥0)

ZEROS

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.07032636897

Minimum	0
Maximum	4
Zeros	13772
Zeros (%)	94.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	4
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3006268448
Coefficient of variation (CV)	4.274738611
Kurtosis	32.55780351
Mean	0.07032636897
Median Absolute Deviation (MAD)	0
Skewness	5.116726722
Sum	1030
Variance	0.09037649983
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
0	13772	94.0%
1	740	5.1%
2	117	0.8%
3	12	0.1%
4	5	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13772	94.0%
1	740	5.1%
2	117	0.8%
3	12	0.1%
4	5	< 0.1%

Value	Count	Frequency (%)
4	5	< 0.1%
3	12	0.1%
2	117	0.8%
1	740	5.1%
0	13772	94.0%

swo_ind_active_loans_number_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1930219855

Minimum	0
Maximum	6
Zeros	12476
Zeros (%)	85.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5267398683
Coefficient of variation (CV)	2.728911252
Kurtosis	16.97428537
Mean	0.1930219855
Median Absolute Deviation (MAD)	0
Skewness	3.564791295
Sum	2827
Variance	0.2774548888
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	12476	85.2%
1	1681	11.5%
2	370	2.5%
3	85	0.6%
4	21	0.1%
5	11	0.1%
6	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12476	85.2%
1	1681	11.5%
2	370	2.5%
3	85	0.6%
4	21	0.1%

Value	Count	Frequency (%)
6	2	< 0.1%
5	11	0.1%
4	21	0.1%
3	85	0.6%
2	370	2.5%

swo_ind_active_loans_number_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4377987164

Minimum	0
Maximum	9
Zeros	10262
Zeros (%)	70.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	9
Range	9
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8087450766
Coefficient of variation (CV)	1.847298876
Kurtosis	7.998050008
Mean	0.4377987164
Median Absolute Deviation (MAD)	0
Skewness	2.439293171
Sum	6412
Variance	0.6540685989
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	10262	70.1%
1	3016	20.6%
2	910	6.2%
3	323	2.2%
4	92	0.6%
5	22	0.2%
6	20	0.1%
9	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10262	70.1%
1	3016	20.6%
2	910	6.2%
3	323	2.2%
4	92	0.6%

Value	Count	Frequency (%)
9	1	< 0.1%
6	20	0.1%
5	22	0.2%
4	92	0.6%
3	323	2.2%

swo_ind_active_loans_number_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.418749147

Minimum	0
Maximum	12
Zeros	4677
Zeros (%)	31.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	4
Maximum	12
Range	12
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.468104304
Coefficient of variation (CV)	1.034787797
Kurtosis	1.995756059
Mean	1.418749147
Median Absolute Deviation (MAD)	1
Skewness	1.300000428
Sum	20779
Variance	2.155330248
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	4677	31.9%
1	4484	30.6%
2	2595	17.7%
3	1437	9.8%
4	844	5.8%
5	365	2.5%
6	161	1.1%
7	56	0.4%
8	17	0.1%
9	5	< 0.1%
Other values (3)	5	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4677	31.9%
1	4484	30.6%
2	2595	17.7%
3	1437	9.8%
4	844	5.8%

Value	Count	Frequency (%)
12	1	< 0.1%
11	2	< 0.1%
10	2	< 0.1%
9	5	< 0.1%
8	17	0.1%

swo_ind_active_loans_number_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	16
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.057899768

Minimum	0
Maximum	15
Zeros	3409
Zeros (%)	23.3%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	6
Maximum	15
Range	15
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.962135614
Coefficient of variation (CV)	0.9534651031
Kurtosis	2.299352224
Mean	2.057899768
Median Absolute Deviation (MAD)	1
Skewness	1.307421712
Sum	30140
Variance	3.849976169
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
1	3671	25.1%
0	3409	23.3%
2	2763	18.9%
3	1835	12.5%
4	1256	8.6%
5	808	5.5%
6	436	3.0%
7	228	1.6%
8	125	0.9%
9	58	0.4%
Other values (6)	57	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3409	23.3%
1	3671	25.1%
2	2763	18.9%
3	1835	12.5%
4	1256	8.6%

Value	Count	Frequency (%)
15	3	< 0.1%
14	2	< 0.1%
13	6	< 0.1%
12	9	0.1%
11	11	0.1%

swo_ind_active_loans_number_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	20
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3545678

Minimum	0
Maximum	23
Zeros	3135
Zeros (%)	21.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	7
Maximum	23
Range	23
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.270864783
Coefficient of variation (CV)	0.9644507935
Kurtosis	3.283093545
Mean	2.3545678
Median Absolute Deviation (MAD)	1
Skewness	1.452687898
Sum	34485
Variance	5.156826863
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
1	3411	23.3%
0	3135	21.4%
2	2594	17.7%
3	1886	12.9%
4	1281	8.7%
5	898	6.1%
6	591	4.0%
7	383	2.6%
8	198	1.4%
9	115	0.8%
Other values (10)	154	1.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3135	21.4%
1	3411	23.3%
2	2594	17.7%
3	1886	12.9%
4	1281	8.7%

Value	Count	Frequency (%)
23	1	< 0.1%
22	1	< 0.1%
17	2	< 0.1%
16	5	< 0.1%
15	5	< 0.1%

swo_ind_active_loans_number_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	23
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.531681005

Minimum	0
Maximum	24
Zeros	2975
Zeros (%)	20.3%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	7
Maximum	24
Range	24
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.477854114
Coefficient of variation (CV)	0.9787386757
Kurtosis	3.858113973
Mean	2.531681005
Median Absolute Deviation (MAD)	1
Skewness	1.579207773
Sum	37079
Variance	6.139761012
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
1	3302	22.5%
0	2975	20.3%
2	2538	17.3%
3	1882	12.8%
4	1300	8.9%
5	929	6.3%
6	635	4.3%
7	427	2.9%
8	226	1.5%
9	170	1.2%
Other values (13)	262	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2975	20.3%
1	3302	22.5%
2	2538	17.3%
3	1882	12.8%
4	1300	8.9%

Value	Count	Frequency (%)
24	1	< 0.1%
22	2	< 0.1%
21	1	< 0.1%
19	1	< 0.1%
18	1	< 0.1%

swo_ind_active_loans_number_p0_plus
Real number (ℝ_≥0)

ZEROS

Distinct	24
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.681619555

Minimum	0
Maximum	24
Zeros	2807
Zeros (%)	19.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	8
Maximum	24
Range	24
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.635581205
Coefficient of variation (CV)	0.9828318862
Kurtosis	4.025129164
Mean	2.681619555
Median Absolute Deviation (MAD)	1
Skewness	1.636563182
Sum	39275
Variance	6.946288288
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
1	3228	22.0%
0	2807	19.2%
2	2519	17.2%
3	1877	12.8%
4	1363	9.3%
5	908	6.2%
6	643	4.4%
7	469	3.2%
8	279	1.9%
9	195	1.3%
Other values (14)	358	2.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2807	19.2%
1	3228	22.0%
2	2519	17.2%
3	1877	12.8%
4	1363	9.3%

Value	Count	Frequency (%)
24	2	< 0.1%
23	1	< 0.1%
21	2	< 0.1%
20	1	< 0.1%
19	1	< 0.1%

swo_ind_canceled_loans_number_p2_90
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01727434112

Minimum	0
Maximum	6
Zeros	14446
Zeros (%)	98.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1649833354
Coefficient of variation (CV)	9.55077443
Kurtosis	275.0928865
Mean	0.01727434112
Median Absolute Deviation (MAD)	0
Skewness	13.66012925
Sum	253
Variance	0.02721950097
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	14446	98.6%
1	160	1.1%
2	32	0.2%
3	6	< 0.1%
6	1	< 0.1%
5	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14446	98.6%
1	160	1.1%
2	32	0.2%
3	6	< 0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
6	1	< 0.1%
5	1	< 0.1%
3	6	< 0.1%
2	32	0.2%
1	160	1.1%

swo_ind_canceled_loans_number_p2_210
Real number (ℝ_≥0)

ZEROS

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.03570940871

Minimum	0
Maximum	7
Zeros	14318
Zeros (%)	97.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2860503193
Coefficient of variation (CV)	8.010502824
Kurtosis	175.1535101
Mean	0.03570940871
Median Absolute Deviation (MAD)	0
Skewness	11.65322682
Sum	523
Variance	0.0818247852
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	14318	97.8%
1	219	1.5%
2	64	0.4%
3	21	0.1%
4	13	0.1%
5	7	< 0.1%
7	2	< 0.1%
6	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14318	97.8%
1	219	1.5%
2	64	0.4%
3	21	0.1%
4	13	0.1%

Value	Count	Frequency (%)
7	2	< 0.1%
6	2	< 0.1%
5	7	< 0.1%
4	13	0.1%
3	21	0.1%

swo_ind_canceled_loans_number_p2_360
Real number (ℝ_≥0)

ZEROS

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05393964222

Minimum	0
Maximum	8
Zeros	14199
Zeros (%)	96.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3738999052
Coefficient of variation (CV)	6.931820268
Kurtosis	126.2338698
Mean	0.05393964222
Median Absolute Deviation (MAD)	0
Skewness	9.948080595
Sum	790
Variance	0.1398011391
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	14199	96.9%
1	270	1.8%
2	94	0.6%
3	34	0.2%
4	29	0.2%
5	13	0.1%
8	3	< 0.1%
6	3	< 0.1%
7	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14199	96.9%
1	270	1.8%
2	94	0.6%
3	34	0.2%
4	29	0.2%

Value	Count	Frequency (%)
8	3	< 0.1%
7	1	< 0.1%
6	3	< 0.1%
5	13	0.1%
4	29	0.2%

swo_ind_canceled_loans_number_p2_plus
Real number (ℝ_≥0)

ZEROS

Distinct	16
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.101939096

Minimum	0
Maximum	19
Zeros	13977
Zeros (%)	95.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	19
Range	19
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6840525981
Coefficient of variation (CV)	6.71040479
Kurtosis	202.7202302
Mean	0.101939096
Median Absolute Deviation (MAD)	0
Skewness	12.13810693
Sum	1493
Variance	0.467927957
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	13977	95.4%
1	392	2.7%
2	113	0.8%
3	52	0.4%
4	44	0.3%
5	14	0.1%
6	13	0.1%
7	12	0.1%
8	8	0.1%
12	5	< 0.1%
Other values (6)	16	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13977	95.4%
1	392	2.7%
2	113	0.8%
3	52	0.4%
4	44	0.3%

Value	Count	Frequency (%)
19	2	< 0.1%
15	1	< 0.1%
14	1	< 0.1%
12	5	< 0.1%
11	4	< 0.1%

swo_ind_loans_amount_p0_1
Real number (ℝ_≥0)

ZEROS

Distinct	238
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	123.7477632

Minimum	0
Maximum	24766.27
Zeros	13770
Zeros (%)	94.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	580.41
Maximum	24766.27
Range	24766.27
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	703.4951263
Coefficient of variation (CV)	5.684911856
Kurtosis	182.9565
Mean	123.7477632
Median Absolute Deviation (MAD)	0
Skewness	10.42422226
Sum	1812409.74
Variance	494905.3927
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13770	94.0%
1000	61	0.4%
500	52	0.4%
600	37	0.3%
3000	37	0.3%
1500	34	0.2%
2700	28	0.2%
800	22	0.2%
2000	19	0.1%
1200	19	0.1%
Other values (228)	567	3.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13770	94.0%
1	1	< 0.1%
100	3	< 0.1%
116.09	3	< 0.1%
200	15	0.1%

Value	Count	Frequency (%)
24766.27	1	< 0.1%
12400	1	< 0.1%
12000	4	< 0.1%
11864.91	1	< 0.1%
11273.06	1	< 0.1%

swo_ind_loans_amount_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	554
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	379.3613942

Minimum	0
Maximum	29320.59
Zeros	12461
Zeros (%)	85.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2521.8525
Maximum	29320.59
Range	29320.59
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1390.682941
Coefficient of variation (CV)	3.665852567
Kurtosis	68.65215761
Mean	379.3613942
Median Absolute Deviation (MAD)	0
Skewness	6.652007861
Sum	5556126.98
Variance	1933999.042
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12461	85.1%
1000	161	1.1%
500	105	0.7%
600	97	0.7%
1500	63	0.4%
2000	62	0.4%
3000	53	0.4%
1200	51	0.3%
800	51	0.3%
580.41	42	0.3%
Other values (544)	1500	10.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12461	85.1%
1	1	< 0.1%
100	8	0.1%
116.09	6	< 0.1%
117.45	1	< 0.1%

Value	Count	Frequency (%)
29320.59	1	< 0.1%
24766.27	1	< 0.1%
24230.34	1	< 0.1%
24062.91	2	< 0.1%
22737.59	1	< 0.1%

swo_ind_loans_amount_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	1187
Distinct (%)	8.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	938.5042442

Minimum	0
Maximum	36864.91
Zeros	10217
Zeros (%)	69.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	626.685
95-th percentile	5367.935
Maximum	36864.91
Range	36864.91
Interquartile range (IQR)	626.685

Descriptive statistics

Standard deviation	2414.706771
Coefficient of variation (CV)	2.572931115
Kurtosis	30.75958558
Mean	938.5042442
Median Absolute Deviation (MAD)	0
Skewness	4.656067294
Sum	13745333.16
Variance	5830808.79
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10217	69.8%
1000	297	2.0%
500	192	1.3%
600	177	1.2%
1500	141	1.0%
2000	115	0.8%
3000	107	0.7%
800	97	0.7%
1200	91	0.6%
200	70	0.5%
Other values (1177)	3142	21.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10217	69.8%
100	10	0.1%
116.09	6	< 0.1%
117.45	1	< 0.1%
126.09	1	< 0.1%

Value	Count	Frequency (%)
36864.91	1	< 0.1%
32333.87	1	< 0.1%
28964.91	1	< 0.1%
27964.91	1	< 0.1%
26839.45	1	< 0.1%

swo_ind_loans_amount_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	3861
Distinct (%)	26.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3926.694469

Minimum	0
Maximum	66688.97
Zeros	4374
Zeros (%)	29.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1549.14
Q3	5223.68
95-th percentile	15723.68
Maximum	66688.97
Range	66688.97
Interquartile range (IQR)	5223.68

Descriptive statistics

Standard deviation	5869.334922
Coefficient of variation (CV)	1.494726663
Kurtosis	11.32636259
Mean	3926.694469
Median Absolute Deviation (MAD)	1549.14
Skewness	2.748633357
Sum	57510367.2
Variance	34449092.42
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4374	29.9%
1000	441	3.0%
500	291	2.0%
600	281	1.9%
3000	174	1.2%
2000	171	1.2%
800	159	1.1%
1200	158	1.1%
1500	135	0.9%
2500	110	0.8%
Other values (3851)	8352	57.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4374	29.9%
50	1	< 0.1%
100	28	0.2%
115.23	1	< 0.1%
116.09	4	< 0.1%

Value	Count	Frequency (%)
66688.97	1	< 0.1%
61664.49	1	< 0.1%
59995.3	1	< 0.1%
55300	3	< 0.1%
53371.37	1	< 0.1%

swo_ind_loans_amount_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	6770
Distinct (%)	46.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9141.368643

Minimum	0
Maximum	159231.5
Zeros	2428
Zeros (%)	16.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	973.67
median	4136.35
Q3	12300
95-th percentile	35139.4925
Maximum	159231.5
Range	159231.5
Interquartile range (IQR)	11326.33

Descriptive statistics

Standard deviation	12755.8665
Coefficient of variation (CV)	1.395400076
Kurtosis	10.80978518
Mean	9141.368643
Median Absolute Deviation (MAD)	4136.35
Skewness	2.669773103
Sum	133884485.1
Variance	162712130.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2428	16.6%
1000	264	1.8%
500	205	1.4%
600	201	1.4%
2000	153	1.0%
3000	114	0.8%
800	113	0.8%
1500	101	0.7%
1200	99	0.7%
1600	98	0.7%
Other values (6760)	10870	74.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2428	16.6%
40	1	< 0.1%
43.94	1	< 0.1%
45	2	< 0.1%
58.79	1	< 0.1%

Value	Count	Frequency (%)
159231.5	1	< 0.1%
132546.57	1	< 0.1%
126181.49	2	< 0.1%
113826.21	1	< 0.1%
111706.54	1	< 0.1%

swo_ind_loans_amount_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	7797
Distinct (%)	53.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14121.76107

Minimum	0
Maximum	215437.04
Zeros	1772
Zeros (%)	12.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1600
median	6300
Q3	18334.465
95-th percentile	55237.0625
Maximum	215437.04
Range	215437.04
Interquartile range (IQR)	16734.465

Descriptive statistics

Standard deviation	20210.58368
Coefficient of variation (CV)	1.431165956
Kurtosis	11.8413213
Mean	14121.76107
Median Absolute Deviation (MAD)	5719.59
Skewness	2.862756961
Sum	206827312.6
Variance	408467692.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1772	12.1%
1000	203	1.4%
500	176	1.2%
600	160	1.1%
2000	132	0.9%
3000	105	0.7%
1200	93	0.6%
1600	93	0.6%
800	92	0.6%
1500	91	0.6%
Other values (7787)	11729	80.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1772	12.1%
40	1	< 0.1%
42.99	1	< 0.1%
50.31	1	< 0.1%
59	1	< 0.1%

Value	Count	Frequency (%)
215437.04	1	< 0.1%
212738.47	1	< 0.1%
199635.03	1	< 0.1%
194514.62	1	< 0.1%
186850.65	1	< 0.1%

swo_ind_loans_amount_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	8315
Distinct (%)	56.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17856.6838

Minimum	0
Maximum	287223.47
Zeros	1434
Zeros (%)	9.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2270.74
median	8052.435
Q3	22765.6275
95-th percentile	68007.925
Maximum	287223.47
Range	287223.47
Interquartile range (IQR)	20494.8875

Descriptive statistics

Standard deviation	25833.67542
Coefficient of variation (CV)	1.446723015
Kurtosis	13.42630444
Mean	17856.6838
Median Absolute Deviation (MAD)	7052.435
Skewness	3.029554449
Sum	261528990.9
Variance	667378785.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1434	9.8%
1000	162	1.1%
500	149	1.0%
600	136	0.9%
2000	119	0.8%
3000	102	0.7%
800	88	0.6%
1600	85	0.6%
1200	82	0.6%
1500	81	0.6%
Other values (8305)	12208	83.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1434	9.8%
49.8	3	< 0.1%
59	1	< 0.1%
60.45	1	< 0.1%
62.38	1	< 0.1%

Value	Count	Frequency (%)
287223.47	1	< 0.1%
270806.77	1	< 0.1%
263092.75	1	< 0.1%
253232.59	1	< 0.1%
249084.62	1	< 0.1%

swo_ind_loans_amount_p0_plus
Real number (ℝ_≥0)

ZEROS

Distinct	9072
Distinct (%)	61.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26861.07936

Minimum	0
Maximum	993489.75
Zeros	825
Zeros (%)	5.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3780.91
median	11662.815
Q3	31743.655
95-th percentile	103405.39
Maximum	993489.75
Range	993489.75
Interquartile range (IQR)	27962.745

Descriptive statistics

Standard deviation	43187.65891
Coefficient of variation (CV)	1.607815469
Kurtosis	56.18445269
Mean	26861.07936
Median Absolute Deviation (MAD)	9715.52
Skewness	5.092434714
Sum	393407368.2
Variance	1865173882
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	825	5.6%
2000	110	0.8%
500	106	0.7%
600	93	0.6%
1000	89	0.6%
3000	85	0.6%
1200	80	0.5%
1600	74	0.5%
800	74	0.5%
1400	73	0.5%
Other values (9062)	13037	89.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	825	5.6%
50	1	< 0.1%
59	1	< 0.1%
60.45	1	< 0.1%
62.38	1	< 0.1%

Value	Count	Frequency (%)
993489.75	2	< 0.1%
672249.2	1	< 0.1%
587078.21	1	< 0.1%
549298.2	1	< 0.1%
514817.07	1	< 0.1%

swo_ind_loans_number_p0_1
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.07066775912

Minimum	0
Maximum	5
Zeros	13770
Zeros (%)	94.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3024717644
Coefficient of variation (CV)	4.280194649
Kurtosis	34.77455114
Mean	0.07066775912
Median Absolute Deviation (MAD)	0
Skewness	5.201636938
Sum	1035
Variance	0.09148916827
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	13770	94.0%
1	740	5.1%
2	119	0.8%
3	12	0.1%
4	4	< 0.1%
5	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13770	94.0%
1	740	5.1%
2	119	0.8%
3	12	0.1%
4	4	< 0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	4	< 0.1%
3	12	0.1%
2	119	0.8%
1	740	5.1%

swo_ind_loans_number_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1976648914

Minimum	0
Maximum	6
Zeros	12461
Zeros (%)	85.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5431695192
Coefficient of variation (CV)	2.747931184
Kurtosis	18.97206407
Mean	0.1976648914
Median Absolute Deviation (MAD)	0
Skewness	3.714206622
Sum	2895
Variance	0.2950331266
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	12461	85.1%
1	1671	11.4%
2	381	2.6%
3	95	0.6%
4	18	0.1%
5	15	0.1%
6	5	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12461	85.1%
1	1671	11.4%
2	381	2.6%
3	95	0.6%
4	18	0.1%

Value	Count	Frequency (%)
6	5	< 0.1%
5	15	0.1%
4	18	0.1%
3	95	0.6%
2	381	2.6%

swo_ind_loans_number_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4625836406

Minimum	0
Maximum	11
Zeros	10217
Zeros (%)	69.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	11
Range	11
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8773542522
Coefficient of variation (CV)	1.89663917
Kurtosis	11.13795351
Mean	0.4625836406
Median Absolute Deviation (MAD)	0
Skewness	2.766809983
Sum	6775
Variance	0.7697504838
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	10217	69.8%
1	2963	20.2%
2	926	6.3%
3	352	2.4%
4	101	0.7%
5	42	0.3%
6	32	0.2%
7	9	0.1%
8	3	< 0.1%
11	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10217	69.8%
1	2963	20.2%
2	926	6.3%
3	352	2.4%
4	101	0.7%

Value	Count	Frequency (%)
11	1	< 0.1%
8	3	< 0.1%
7	9	0.1%
6	32	0.2%
5	42	0.3%

swo_ind_loans_number_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	20
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.715075789

Minimum	0
Maximum	22
Zeros	4369
Zeros (%)	29.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	5
Maximum	22
Range	22
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.917058092
Coefficient of variation (CV)	1.117768734
Kurtosis	6.626374841
Mean	1.715075789
Median Absolute Deviation (MAD)	1
Skewness	1.966788319
Sum	25119
Variance	3.675111729
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	4369	29.8%
1	4137	28.2%
2	2545	17.4%
3	1422	9.7%
4	931	6.4%
5	542	3.7%
6	285	1.9%
7	192	1.3%
8	99	0.7%
9	53	0.4%
Other values (10)	71	0.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4369	29.8%
1	4137	28.2%
2	2545	17.4%
3	1422	9.7%
4	931	6.4%

Value	Count	Frequency (%)
22	1	< 0.1%
19	1	< 0.1%
18	1	< 0.1%
17	2	< 0.1%
15	5	< 0.1%

swo_ind_loans_number_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	35
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.12016933

Minimum	0
Maximum	46
Zeros	2416
Zeros (%)	16.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	6
95-th percentile	12
Maximum	46
Range	46
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.960581653
Coefficient of variation (CV)	0.961266719
Kurtosis	4.979617822
Mean	4.12016933
Median Absolute Deviation (MAD)	2
Skewness	1.693975917
Sum	60344
Variance	15.68620703
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	2416	16.5%
2	1925	13.1%
1	1811	12.4%
3	1756	12.0%
4	1474	10.1%
5	1156	7.9%
6	958	6.5%
7	721	4.9%
8	587	4.0%
9	448	3.1%
Other values (25)	1394	9.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2416	16.5%
1	1811	12.4%
2	1925	13.1%
3	1756	12.0%
4	1474	10.1%

Value	Count	Frequency (%)
46	1	< 0.1%
37	1	< 0.1%
34	1	< 0.1%
31	1	< 0.1%
30	2	< 0.1%

swo_ind_loans_number_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	55
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.62569985

Minimum	0
Maximum	74
Zeros	1760
Zeros (%)	12.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	9
95-th percentile	19
Maximum	74
Range	74
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	6.553058841
Coefficient of variation (CV)	0.9890364775
Kurtosis	6.844085241
Mean	6.62569985
Median Absolute Deviation (MAD)	3
Skewness	1.95852299
Sum	97040
Variance	42.94258017
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1760	12.0%
2	1461	10.0%
1	1325	9.0%
4	1211	8.3%
3	1182	8.1%
5	970	6.6%
6	921	6.3%
7	866	5.9%
8	744	5.1%
9	656	4.5%
Other values (45)	3550	24.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1760	12.0%
1	1325	9.0%
2	1461	10.0%
3	1182	8.1%
4	1211	8.3%

Value	Count	Frequency (%)
74	1	< 0.1%
71	1	< 0.1%
66	1	< 0.1%
65	1	< 0.1%
63	1	< 0.1%

swo_ind_loans_number_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	73
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.365560563

Minimum	0
Maximum	88
Zeros	1424
Zeros (%)	9.7%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	6
Q3	11.75
95-th percentile	25
Maximum	88
Range	88
Interquartile range (IQR)	9.75

Descriptive statistics

Standard deviation	8.450109802
Coefficient of variation (CV)	1.010106823
Kurtosis	6.816421425
Mean	8.365560563
Median Absolute Deviation (MAD)	4
Skewness	2.071103196
Sum	122522
Variance	71.40435567
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1424	9.7%
2	1308	8.9%
4	1123	7.7%
3	1095	7.5%
1	1021	7.0%
5	911	6.2%
6	870	5.9%
7	775	5.3%
8	762	5.2%
9	628	4.3%
Other values (63)	4729	32.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1424	9.7%
1	1021	7.0%
2	1308	8.9%
3	1095	7.5%
4	1123	7.7%

Value	Count	Frequency (%)
88	1	< 0.1%
80	1	< 0.1%
78	1	< 0.1%
76	1	< 0.1%
75	1	< 0.1%

swo_ind_loans_number_p0_plus
Real number (ℝ_≥0)

ZEROS

Distinct	117
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.51904957

Minimum	0
Maximum	173
Zeros	820
Zeros (%)	5.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	8
Q3	16
95-th percentile	39
Maximum	173
Range	173
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	13.81442185
Coefficient of variation (CV)	1.103472094
Kurtosis	14.36994751
Mean	12.51904957
Median Absolute Deviation (MAD)	5
Skewness	2.886010453
Sum	183354
Variance	190.838251
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	1070	7.3%
4	1050	7.2%
5	871	5.9%
3	869	5.9%
0	820	5.6%
6	788	5.4%
7	761	5.2%
8	720	4.9%
9	619	4.2%
10	580	4.0%
Other values (107)	6498	44.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	820	5.6%
1	573	3.9%
2	1070	7.3%
3	869	5.9%
4	1050	7.2%

Value	Count	Frequency (%)
173	1	< 0.1%
163	2	< 0.1%
160	1	< 0.1%
155	1	< 0.1%
150	2	< 0.1%

swo_ind_overdue_loans_number_p0_1
Real number (ℝ_≥0)

ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01877645774

Minimum	0
Maximum	2
Zeros	14374
Zeros (%)	98.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1372401419
Coefficient of variation (CV)	7.30916043
Kurtosis	53.91655318
Mean	0.01877645774
Median Absolute Deviation (MAD)	0
Skewness	7.327885361
Sum	275
Variance	0.01883485655
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	14374	98.1%
1	269	1.8%
2	3	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14374	98.1%
1	269	1.8%
2	3	< 0.1%

Value	Count	Frequency (%)
2	3	< 0.1%
1	269	1.8%
0	14374	98.1%

swo_ind_overdue_loans_number_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.04608766899

Minimum	0
Maximum	2
Zeros	13977
Zeros (%)	95.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2116270068
Coefficient of variation (CV)	4.591835765
Kurtosis	18.67600683
Mean	0.04608766899
Median Absolute Deviation (MAD)	0
Skewness	4.459269131
Sum	675
Variance	0.04478598999
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	13977	95.4%
1	663	4.5%
2	6	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13977	95.4%
1	663	4.5%
2	6	< 0.1%

Value	Count	Frequency (%)
2	6	< 0.1%
1	663	4.5%
0	13977	95.4%

swo_ind_overdue_loans_number_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05202785744

Minimum	0
Maximum	2
Zeros	13897
Zeros (%)	94.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2260523771
Coefficient of variation (CV)	4.344833485
Kurtosis	17.44836341
Mean	0.05202785744
Median Absolute Deviation (MAD)	0
Skewness	4.263410392
Sum	762
Variance	0.0510996772
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	13897	94.9%
1	736	5.0%
2	13	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13897	94.9%
1	736	5.0%
2	13	0.1%

Value	Count	Frequency (%)
2	13	0.1%
1	736	5.0%
0	13897	94.9%

swo_ind_overdue_loans_number_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06322545405

Minimum	0
Maximum	5
Zeros	13803
Zeros (%)	94.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2757346226
Coefficient of variation (CV)	4.361133134
Kurtosis	48.51956444
Mean	0.06322545405
Median Absolute Deviation (MAD)	0
Skewness	5.736944995
Sum	926
Variance	0.07602958208
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	13803	94.2%
1	789	5.4%
2	35	0.2%
3	10	0.1%
4	8	0.1%
5	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13803	94.2%
1	789	5.4%
2	35	0.2%
3	10	0.1%
4	8	0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	8	0.1%
3	10	0.1%
2	35	0.2%
1	789	5.4%

swo_ind_overdue_loans_number_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06322545405

Minimum	0
Maximum	5
Zeros	13803
Zeros (%)	94.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2757346226
Coefficient of variation (CV)	4.361133134
Kurtosis	48.51956444
Mean	0.06322545405
Median Absolute Deviation (MAD)	0
Skewness	5.736944995
Sum	926
Variance	0.07602958208
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	13803	94.2%
1	789	5.4%
2	35	0.2%
3	10	0.1%
4	8	0.1%
5	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13803	94.2%
1	789	5.4%
2	35	0.2%
3	10	0.1%
4	8	0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	8	0.1%
3	10	0.1%
2	35	0.2%
1	789	5.4%

swo_ind_overdue_loans_number_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06322545405

Minimum	0
Maximum	5
Zeros	13803
Zeros (%)	94.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2757346226
Coefficient of variation (CV)	4.361133134
Kurtosis	48.51956444
Mean	0.06322545405
Median Absolute Deviation (MAD)	0
Skewness	5.736944995
Sum	926
Variance	0.07602958208
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	13803	94.2%
1	789	5.4%
2	35	0.2%
3	10	0.1%
4	8	0.1%
5	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13803	94.2%
1	789	5.4%
2	35	0.2%
3	10	0.1%
4	8	0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	8	0.1%
3	10	0.1%
2	35	0.2%
1	789	5.4%

swo_ind_overdue_loans_number_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06322545405

Minimum	0
Maximum	5
Zeros	13803
Zeros (%)	94.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2757346226
Coefficient of variation (CV)	4.361133134
Kurtosis	48.51956444
Mean	0.06322545405
Median Absolute Deviation (MAD)	0
Skewness	5.736944995
Sum	926
Variance	0.07602958208
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	13803	94.2%
1	789	5.4%
2	35	0.2%
3	10	0.1%
4	8	0.1%
5	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13803	94.2%
1	789	5.4%
2	35	0.2%
3	10	0.1%
4	8	0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	8	0.1%
3	10	0.1%
2	35	0.2%
1	789	5.4%

swo_ind_overdue_loans_number_p0_plus
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06336201011

Minimum	0
Maximum	5
Zeros	13802
Zeros (%)	94.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2761981632
Coefficient of variation (CV)	4.359049891
Kurtosis	48.32840025
Mean	0.06336201011
Median Absolute Deviation (MAD)	0
Skewness	5.730173544
Sum	928
Variance	0.07628542538
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	13802	94.2%
1	789	5.4%
2	36	0.2%
3	10	0.1%
4	8	0.1%
5	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13802	94.2%
1	789	5.4%
2	36	0.2%
3	10	0.1%
4	8	0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	8	0.1%
3	10	0.1%
2	36	0.2%
1	789	5.4%

swo_ind_overdue_loans_sum_501_1000_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01112931859

Minimum	0
Maximum	1
Zeros	14483
Zeros (%)	98.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1049104777
Coefficient of variation (CV)	9.426496053
Kurtosis	84.89340395
Mean	0.01112931859
Median Absolute Deviation (MAD)	0
Skewness	9.321041319
Sum	163
Variance	0.01100620834
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	14483	98.9%
1	163	1.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14483	98.9%
1	163	1.1%

Value	Count	Frequency (%)
1	163	1.1%
0	14483	98.9%

swo_ind_overdue_loans_sum_501_1000_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01304110337

Minimum	0
Maximum	2
Zeros	14457
Zeros (%)	98.7%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1146518322
Coefficient of variation (CV)	8.791574525
Kurtosis	79.46942687
Mean	0.01304110337
Median Absolute Deviation (MAD)	0
Skewness	8.855871906
Sum	191
Variance	0.01314504263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	14457	98.7%
1	187	1.3%
2	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14457	98.7%
1	187	1.3%
2	2	< 0.1%

Value	Count	Frequency (%)
2	2	< 0.1%
1	187	1.3%
0	14457	98.7%

swo_ind_overdue_loans_sum_501_1000_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01304110337

Minimum	0
Maximum	2
Zeros	14457
Zeros (%)	98.7%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1146518322
Coefficient of variation (CV)	8.791574525
Kurtosis	79.46942687
Mean	0.01304110337
Median Absolute Deviation (MAD)	0
Skewness	8.855871906
Sum	191
Variance	0.01314504263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	14457	98.7%
1	187	1.3%
2	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14457	98.7%
1	187	1.3%
2	2	< 0.1%

Value	Count	Frequency (%)
2	2	< 0.1%
1	187	1.3%
0	14457	98.7%

swo_ind_overdue_loans_sum_501_1000_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01304110337

Minimum	0
Maximum	2
Zeros	14457
Zeros (%)	98.7%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1146518322
Coefficient of variation (CV)	8.791574525
Kurtosis	79.46942687
Mean	0.01304110337
Median Absolute Deviation (MAD)	0
Skewness	8.855871906
Sum	191
Variance	0.01314504263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	14457	98.7%
1	187	1.3%
2	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14457	98.7%
1	187	1.3%
2	2	< 0.1%

Value	Count	Frequency (%)
2	2	< 0.1%
1	187	1.3%
0	14457	98.7%

swo_ind_overdue_loans_sum_501_1000_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01304110337

Minimum	0
Maximum	2
Zeros	14457
Zeros (%)	98.7%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1146518322
Coefficient of variation (CV)	8.791574525
Kurtosis	79.46942687
Mean	0.01304110337
Median Absolute Deviation (MAD)	0
Skewness	8.855871906
Sum	191
Variance	0.01314504263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	14457	98.7%
1	187	1.3%
2	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14457	98.7%
1	187	1.3%
2	2	< 0.1%

Value	Count	Frequency (%)
2	2	< 0.1%
1	187	1.3%
0	14457	98.7%

swo_ind_overdue_loans_sum_501_1000_p0_plus
Real number (ℝ_≥0)

ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01304110337

Minimum	0
Maximum	2
Zeros	14457
Zeros (%)	98.7%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1146518322
Coefficient of variation (CV)	8.791574525
Kurtosis	79.46942687
Mean	0.01304110337
Median Absolute Deviation (MAD)	0
Skewness	8.855871906
Sum	191
Variance	0.01314504263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	14457	98.7%
1	187	1.3%
2	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14457	98.7%
1	187	1.3%
2	2	< 0.1%

Value	Count	Frequency (%)
2	2	< 0.1%
1	187	1.3%
0	14457	98.7%

swo_ind_overdue_loans_sum_1001_5000_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02369247576

Minimum	0
Maximum	1
Zeros	14299
Zeros (%)	97.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1520944503
Coefficient of variation (CV)	6.419525415
Kurtosis	37.24488369
Mean	0.02369247576
Median Absolute Deviation (MAD)	0
Skewness	6.264167757
Sum	347
Variance	0.02313272181
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	14299	97.6%
1	347	2.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14299	97.6%
1	347	2.4%

Value	Count	Frequency (%)
1	347	2.4%
0	14299	97.6%

swo_ind_overdue_loans_sum_1001_5000_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02505803632

Minimum	0
Maximum	1
Zeros	14279
Zeros (%)	97.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1563067474
Coefficient of variation (CV)	6.237789163
Kurtosis	34.94539754
Mean	0.02505803632
Median Absolute Deviation (MAD)	0
Skewness	6.077880021
Sum	367
Variance	0.02443179929
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	14279	97.5%
1	367	2.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14279	97.5%
1	367	2.5%

Value	Count	Frequency (%)
1	367	2.5%
0	14279	97.5%

swo_ind_overdue_loans_sum_1001_5000_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02874504984

Minimum	0
Maximum	2
Zeros	14233
Zeros (%)	97.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1703326198
Coefficient of variation (CV)	5.925633134
Kurtosis	36.05042534
Mean	0.02874504984
Median Absolute Deviation (MAD)	0
Skewness	5.969957312
Sum	421
Variance	0.02901320137
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	14233	97.2%
1	405	2.8%
2	8	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14233	97.2%
1	405	2.8%
2	8	0.1%

Value	Count	Frequency (%)
2	8	0.1%
1	405	2.8%
0	14233	97.2%

swo_ind_overdue_loans_sum_1001_5000_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02874504984

Minimum	0
Maximum	2
Zeros	14233
Zeros (%)	97.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1703326198
Coefficient of variation (CV)	5.925633134
Kurtosis	36.05042534
Mean	0.02874504984
Median Absolute Deviation (MAD)	0
Skewness	5.969957312
Sum	421
Variance	0.02901320137
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	14233	97.2%
1	405	2.8%
2	8	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14233	97.2%
1	405	2.8%
2	8	0.1%

Value	Count	Frequency (%)
2	8	0.1%
1	405	2.8%
0	14233	97.2%

swo_ind_overdue_loans_sum_1001_5000_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02874504984

Minimum	0
Maximum	2
Zeros	14233
Zeros (%)	97.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1703326198
Coefficient of variation (CV)	5.925633134
Kurtosis	36.05042534
Mean	0.02874504984
Median Absolute Deviation (MAD)	0
Skewness	5.969957312
Sum	421
Variance	0.02901320137
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	14233	97.2%
1	405	2.8%
2	8	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14233	97.2%
1	405	2.8%
2	8	0.1%

Value	Count	Frequency (%)
2	8	0.1%
1	405	2.8%
0	14233	97.2%

swo_ind_overdue_loans_sum_1001_5000_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02874504984

Minimum	0
Maximum	2
Zeros	14233
Zeros (%)	97.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1703326198
Coefficient of variation (CV)	5.925633134
Kurtosis	36.05042534
Mean	0.02874504984
Median Absolute Deviation (MAD)	0
Skewness	5.969957312
Sum	421
Variance	0.02901320137
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	14233	97.2%
1	405	2.8%
2	8	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14233	97.2%
1	405	2.8%
2	8	0.1%

Value	Count	Frequency (%)
2	8	0.1%
1	405	2.8%
0	14233	97.2%

swo_ind_overdue_loans_sum_1001_5000_p0_plus
Real number (ℝ_≥0)

ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02874504984

Minimum	0
Maximum	2
Zeros	14233
Zeros (%)	97.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1703326198
Coefficient of variation (CV)	5.925633134
Kurtosis	36.05042534
Mean	0.02874504984
Median Absolute Deviation (MAD)	0
Skewness	5.969957312
Sum	421
Variance	0.02901320137
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	14233	97.2%
1	405	2.8%
2	8	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14233	97.2%
1	405	2.8%
2	8	0.1%

Value	Count	Frequency (%)
2	8	0.1%
1	405	2.8%
0	14233	97.2%

swo_ind_same_main_address_different_pesel_count_p0_1
Real number (ℝ_≥0)

ZEROS

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.09552096135

Minimum	0
Maximum	16
Zeros	13896
Zeros (%)	94.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	16
Range	16
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5584550566
Coefficient of variation (CV)	5.846413694
Kurtosis	212.1489549
Mean	0.09552096135
Median Absolute Deviation (MAD)	0
Skewness	11.49478993
Sum	1399
Variance	0.3118720502
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	13896	94.9%
1	457	3.1%
2	142	1.0%
3	71	0.5%
4	34	0.2%
5	27	0.2%
6	5	< 0.1%
16	3	< 0.1%
7	3	< 0.1%
9	3	< 0.1%
Other values (2)	5	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13896	94.9%
1	457	3.1%
2	142	1.0%
3	71	0.5%
4	34	0.2%

Value	Count	Frequency (%)
16	3	< 0.1%
12	2	< 0.1%
9	3	< 0.1%
8	3	< 0.1%
7	3	< 0.1%

swo_ind_same_main_address_different_pesel_count_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	17
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1859210706

Minimum	0
Maximum	19
Zeros	13369
Zeros (%)	91.3%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	19
Range	19
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.8650387505
Coefficient of variation (CV)	4.65272036
Kurtosis	129.9862919
Mean	0.1859210706
Median Absolute Deviation (MAD)	0
Skewness	9.192284485
Sum	2723
Variance	0.7482920399
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	13369	91.3%
1	724	4.9%
2	240	1.6%
3	117	0.8%
4	68	0.5%
5	61	0.4%
7	22	0.2%
6	15	0.1%
8	12	0.1%
19	5	< 0.1%
Other values (7)	13	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13369	91.3%
1	724	4.9%
2	240	1.6%
3	117	0.8%
4	68	0.5%

Value	Count	Frequency (%)
19	5	< 0.1%
15	2	< 0.1%
14	1	< 0.1%
13	3	< 0.1%
12	2	< 0.1%

swo_ind_same_main_address_different_pesel_count_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	25
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.352041513

Minimum	0
Maximum	33
Zeros	12678
Zeros (%)	86.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	33
Range	33
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.410415191
Coefficient of variation (CV)	4.006388846
Kurtosis	122.782472
Mean	0.352041513
Median Absolute Deviation (MAD)	0
Skewness	8.759042087
Sum	5156
Variance	1.989271011
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	12678	86.6%
1	976	6.7%
2	379	2.6%
3	205	1.4%
4	116	0.8%
5	93	0.6%
6	54	0.4%
8	40	0.3%
7	26	0.2%
10	18	0.1%
Other values (15)	61	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12678	86.6%
1	976	6.7%
2	379	2.6%
3	205	1.4%
4	116	0.8%

Value	Count	Frequency (%)
33	2	< 0.1%
29	3	< 0.1%
26	1	< 0.1%
25	1	< 0.1%
20	1	< 0.1%

swo_ind_same_main_address_different_pesel_count_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	52
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.181551277

Minimum	0
Maximum	93
Zeros	10670
Zeros (%)	72.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	6
Maximum	93
Range	93
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.876924011
Coefficient of variation (CV)	3.281215201
Kurtosis	122.2665886
Mean	1.181551277
Median Absolute Deviation (MAD)	0
Skewness	8.56072188
Sum	17305
Variance	15.03053979
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10670	72.9%
1	1454	9.9%
2	730	5.0%
3	438	3.0%
4	283	1.9%
5	200	1.4%
6	182	1.2%
7	118	0.8%
8	98	0.7%
9	56	0.4%
Other values (42)	417	2.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10670	72.9%
1	1454	9.9%
2	730	5.0%
3	438	3.0%
4	283	1.9%

Value	Count	Frequency (%)
93	3	< 0.1%
68	2	< 0.1%
67	2	< 0.1%
58	1	< 0.1%
56	1	< 0.1%

swo_ind_same_main_address_different_pesel_count_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	85
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.986754063

Minimum	0
Maximum	100
Zeros	9016
Zeros (%)	61.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	15
Maximum	100
Range	100
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	8.321056108
Coefficient of variation (CV)	2.78598637
Kurtosis	51.50302494
Mean	2.986754063
Median Absolute Deviation (MAD)	0
Skewness	6.136410667
Sum	43744
Variance	69.23997476
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9016	61.6%
1	1387	9.5%
2	795	5.4%
3	545	3.7%
4	437	3.0%
5	318	2.2%
6	283	1.9%
7	204	1.4%
8	178	1.2%
9	176	1.2%
Other values (75)	1307	8.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9016	61.6%
1	1387	9.5%
2	795	5.4%
3	545	3.7%
4	437	3.0%

Value	Count	Frequency (%)
100	17	0.1%
99	1	< 0.1%
98	3	< 0.1%
97	2	< 0.1%
95	1	< 0.1%

swo_ind_same_main_address_different_pesel_count_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	99
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.742250444

Minimum	0
Maximum	100
Zeros	7918
Zeros (%)	54.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5
95-th percentile	31
Maximum	100
Range	100
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	13.51830441
Coefficient of variation (CV)	2.354182309
Kurtosis	19.20168311
Mean	5.742250444
Median Absolute Deviation (MAD)	0
Skewness	3.999045356
Sum	84101
Variance	182.7445541
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7918	54.1%
1	1289	8.8%
2	765	5.2%
3	520	3.6%
5	390	2.7%
4	372	2.5%
6	323	2.2%
7	233	1.6%
9	218	1.5%
8	196	1.3%
Other values (89)	2422	16.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7918	54.1%
1	1289	8.8%
2	765	5.2%
3	520	3.6%
4	372	2.5%

Value	Count	Frequency (%)
100	68	0.5%
98	4	< 0.1%
97	2	< 0.1%
96	3	< 0.1%
95	3	< 0.1%

swo_ind_same_main_address_different_pesel_count_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	101
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.19233921

Minimum	0
Maximum	100
Zeros	6987
Zeros (%)	47.7%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	10
95-th percentile	59
Maximum	100
Range	100
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	20.39335471
Coefficient of variation (CV)	2.000851257
Kurtosis	7.769478617
Mean	10.19233921
Median Absolute Deviation (MAD)	1
Skewness	2.785719353
Sum	149277
Variance	415.8889164
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6987	47.7%
1	1048	7.2%
2	700	4.8%
3	450	3.1%
4	388	2.6%
5	342	2.3%
6	288	2.0%
7	257	1.8%
100	236	1.6%
8	231	1.6%
Other values (91)	3719	25.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6987	47.7%
1	1048	7.2%
2	700	4.8%
3	450	3.1%
4	388	2.6%

Value	Count	Frequency (%)
100	236	1.6%
99	15	0.1%
98	8	0.1%
97	8	0.1%
96	4	< 0.1%

swo_ind_same_main_address_different_pesel_count_unique_p0_1
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05687559743

Minimum	0
Maximum	5
Zeros	13896
Zeros (%)	94.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2620431614
Coefficient of variation (CV)	4.607303893
Kurtosis	47.43865472
Mean	0.05687559743
Median Absolute Deviation (MAD)	0
Skewness	5.80201929
Sum	833
Variance	0.06866661846
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	13896	94.9%
1	687	4.7%
2	49	0.3%
3	9	0.1%
4	4	< 0.1%
5	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13896	94.9%
1	687	4.7%
2	49	0.3%
3	9	0.1%
4	4	< 0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	4	< 0.1%
3	9	0.1%
2	49	0.3%
1	687	4.7%

swo_ind_same_main_address_different_pesel_count_unique_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1100641813

Minimum	0
Maximum	7
Zeros	13369
Zeros (%)	91.3%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4021601402
Coefficient of variation (CV)	3.653869364
Kurtosis	39.35112099
Mean	0.1100641813
Median Absolute Deviation (MAD)	0
Skewness	5.128410909
Sum	1612
Variance	0.1617327784
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	13369	91.3%
1	1021	7.0%
2	210	1.4%
3	27	0.2%
4	10	0.1%
5	5	< 0.1%
6	3	< 0.1%
7	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13369	91.3%
1	1021	7.0%
2	210	1.4%
3	27	0.2%
4	10	0.1%

Value	Count	Frequency (%)
7	1	< 0.1%
6	3	< 0.1%
5	5	< 0.1%
4	10	0.1%
3	27	0.2%

swo_ind_same_main_address_different_pesel_count_unique_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1970503892

Minimum	0
Maximum	10
Zeros	12678
Zeros (%)	86.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.598924299
Coefficient of variation (CV)	3.03944743
Kurtosis	34.80914548
Mean	0.1970503892
Median Absolute Deviation (MAD)	0
Skewness	4.647447785
Sum	2886
Variance	0.3587103159
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	12678	86.6%
1	1378	9.4%
2	370	2.5%
3	161	1.1%
4	36	0.2%
5	15	0.1%
10	3	< 0.1%
7	3	< 0.1%
6	1	< 0.1%
9	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12678	86.6%
1	1378	9.4%
2	370	2.5%
3	161	1.1%
4	36	0.2%

Value	Count	Frequency (%)
10	3	< 0.1%
9	1	< 0.1%
7	3	< 0.1%
6	1	< 0.1%
5	15	0.1%

swo_ind_same_main_address_different_pesel_count_unique_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	18
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5181619555

Minimum	0
Maximum	25
Zeros	10670
Zeros (%)	72.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	25
Range	25
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.177827157
Coefficient of variation (CV)	2.273086908
Kurtosis	64.56411776
Mean	0.5181619555
Median Absolute Deviation (MAD)	0
Skewness	5.419294906
Sum	7589
Variance	1.387276813
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	10670	72.9%
1	2136	14.6%
2	985	6.7%
3	448	3.1%
4	210	1.4%
5	95	0.6%
6	49	0.3%
7	23	0.2%
8	13	0.1%
9	4	< 0.1%
Other values (8)	13	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10670	72.9%
1	2136	14.6%
2	985	6.7%
3	448	3.1%
4	210	1.4%

Value	Count	Frequency (%)
25	1	< 0.1%
23	1	< 0.1%
22	3	< 0.1%
19	1	< 0.1%
18	2	< 0.1%

swo_ind_same_main_address_different_pesel_count_unique_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	26
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.060426055

Minimum	0
Maximum	30
Zeros	9016
Zeros (%)	61.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	5
Maximum	30
Range	30
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.025806921
Coefficient of variation (CV)	1.910370753
Kurtosis	29.154632
Mean	1.060426055
Median Absolute Deviation (MAD)	0
Skewness	3.931383939
Sum	15531
Variance	4.10389368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	9016	61.6%
1	2071	14.1%
2	1331	9.1%
3	836	5.7%
4	501	3.4%
5	326	2.2%
6	187	1.3%
7	139	0.9%
8	80	0.5%
9	60	0.4%
Other values (16)	99	0.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9016	61.6%
1	2071	14.1%
2	1331	9.1%
3	836	5.7%
4	501	3.4%

Value	Count	Frequency (%)
30	2	< 0.1%
29	2	< 0.1%
28	1	< 0.1%
26	4	< 0.1%
23	1	< 0.1%

swo_ind_same_main_address_different_pesel_count_unique_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	33
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.724225044

Minimum	0
Maximum	41
Zeros	7918
Zeros (%)	54.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	8
Maximum	41
Range	41
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.02156972
Coefficient of variation (CV)	1.752421895
Kurtosis	16.50774505
Mean	1.724225044
Median Absolute Deviation (MAD)	0
Skewness	3.202293568
Sum	25253
Variance	9.129883575
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	7918	54.1%
1	1930	13.2%
2	1277	8.7%
3	889	6.1%
4	739	5.0%
5	519	3.5%
6	373	2.5%
7	263	1.8%
8	176	1.2%
9	124	0.8%
Other values (23)	438	3.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7918	54.1%
1	1930	13.2%
2	1277	8.7%
3	889	6.1%
4	739	5.0%

Value	Count	Frequency (%)
41	1	< 0.1%
38	1	< 0.1%
35	1	< 0.1%
30	2	< 0.1%
29	2	< 0.1%

swo_ind_same_main_address_different_pesel_count_unique_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	40
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.622968729

Minimum	0
Maximum	44
Zeros	6987
Zeros (%)	47.7%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	11
Maximum	44
Range	44
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.260372103
Coefficient of variation (CV)	1.624255774
Kurtosis	10.17665998
Mean	2.622968729
Median Absolute Deviation (MAD)	1
Skewness	2.701903658
Sum	38416
Variance	18.15077046
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
0	6987	47.7%
1	1727	11.8%
2	1147	7.8%
3	937	6.4%
4	726	5.0%
5	649	4.4%
6	510	3.5%
7	381	2.6%
8	297	2.0%
9	282	1.9%
Other values (30)	1003	6.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6987	47.7%
1	1727	11.8%
2	1147	7.8%
3	937	6.4%
4	726	5.0%

Value	Count	Frequency (%)
44	1	< 0.1%
41	1	< 0.1%
39	1	< 0.1%
38	2	< 0.1%
37	1	< 0.1%

swo_ind_same_pesel_applications_count_p0_1
Real number (ℝ_≥0)

ZEROS

Distinct	21
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8868633074

Minimum	0
Maximum	27
Zeros	8814
Zeros (%)	60.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	27
Range	27
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.718525822
Coefficient of variation (CV)	1.937757271
Kurtosis	21.62884341
Mean	0.8868633074
Median Absolute Deviation (MAD)	0
Skewness	3.736100344
Sum	12989
Variance	2.953331
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	8814	60.2%
1	3164	21.6%
2	1104	7.5%
3	583	4.0%
4	359	2.5%
5	206	1.4%
6	145	1.0%
7	77	0.5%
8	62	0.4%
9	43	0.3%
Other values (11)	89	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8814	60.2%
1	3164	21.6%
2	1104	7.5%
3	583	4.0%
4	359	2.5%

Value	Count	Frequency (%)
27	1	< 0.1%
20	2	< 0.1%
18	3	< 0.1%
17	2	< 0.1%
16	4	< 0.1%

swo_ind_same_pesel_applications_count_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	24
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.354089854

Minimum	0
Maximum	27
Zeros	7262
Zeros (%)	49.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	6
Maximum	27
Range	27
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.287342373
Coefficient of variation (CV)	1.689210186
Kurtosis	14.26341337
Mean	1.354089854
Median Absolute Deviation (MAD)	1
Skewness	3.154777326
Sum	19832
Variance	5.231935133
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	7262	49.6%
1	3356	22.9%
2	1455	9.9%
3	876	6.0%
4	533	3.6%
5	340	2.3%
6	242	1.7%
7	150	1.0%
8	130	0.9%
9	80	0.5%
Other values (14)	222	1.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7262	49.6%
1	3356	22.9%
2	1455	9.9%
3	876	6.0%
4	533	3.6%

Value	Count	Frequency (%)
27	1	< 0.1%
22	3	< 0.1%
21	3	< 0.1%
20	5	< 0.1%
19	3	< 0.1%

swo_ind_same_pesel_applications_count_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	32
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.157722245

Minimum	0
Maximum	34
Zeros	5587
Zeros (%)	38.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	9
Maximum	34
Range	34
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.250355566
Coefficient of variation (CV)	1.506382749
Kurtosis	12.16327842
Mean	2.157722245
Median Absolute Deviation (MAD)	1
Skewness	2.887406018
Sum	31602
Variance	10.56481131
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	5587	38.1%
1	3238	22.1%
2	1695	11.6%
3	1145	7.8%
4	783	5.3%
5	524	3.6%
6	401	2.7%
7	285	1.9%
8	239	1.6%
9	184	1.3%
Other values (22)	565	3.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5587	38.1%
1	3238	22.1%
2	1695	11.6%
3	1145	7.8%
4	783	5.3%

Value	Count	Frequency (%)
34	3	< 0.1%
33	1	< 0.1%
29	1	< 0.1%
28	2	< 0.1%
27	2	< 0.1%

swo_ind_same_pesel_applications_count_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	76
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.614707087

Minimum	0
Maximum	103
Zeros	2599
Zeros (%)	17.7%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	7
95-th percentile	20
Maximum	103
Range	103
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	7.903311198
Coefficient of variation (CV)	1.407608817
Kurtosis	20.3819001
Mean	5.614707087
Median Absolute Deviation (MAD)	3
Skewness	3.530654594
Sum	82233
Variance	62.4623279
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2599	17.7%
1	2411	16.5%
2	1660	11.3%
3	1327	9.1%
4	1039	7.1%
5	866	5.9%
6	676	4.6%
7	567	3.9%
8	479	3.3%
9	424	2.9%
Other values (66)	2598	17.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2599	17.7%
1	2411	16.5%
2	1660	11.3%
3	1327	9.1%
4	1039	7.1%

Value	Count	Frequency (%)
103	1	< 0.1%
100	2	< 0.1%
97	1	< 0.1%
92	1	< 0.1%
88	1	< 0.1%

swo_ind_same_pesel_applications_count_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	116
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.25501844

Minimum	0
Maximum	199
Zeros	1281
Zeros (%)	8.7%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	6
Q3	15
95-th percentile	39
Maximum	199
Range	199
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	14.52130093
Coefficient of variation (CV)	1.290206765
Kurtosis	16.80599709
Mean	11.25501844
Median Absolute Deviation (MAD)	5
Skewness	3.20388799
Sum	164841
Variance	210.8681807
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1370	9.4%
0	1281	8.7%
2	1179	8.0%
3	1070	7.3%
4	930	6.3%
5	809	5.5%
6	753	5.1%
7	642	4.4%
8	588	4.0%
9	481	3.3%
Other values (106)	5543	37.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1281	8.7%
1	1370	9.4%
2	1179	8.0%
3	1070	7.3%
4	930	6.3%

Value	Count	Frequency (%)
199	1	< 0.1%
190	1	< 0.1%
178	1	< 0.1%
158	1	< 0.1%
155	1	< 0.1%

swo_ind_same_pesel_applications_count_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	158
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.28649461

Minimum	0
Maximum	225
Zeros	774
Zeros (%)	5.3%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	10
Q3	21
95-th percentile	54
Maximum	225
Range	225
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	19.6276814
Coefficient of variation (CV)	1.205150763
Kurtosis	15.02926273
Mean	16.28649461
Median Absolute Deviation (MAD)	7
Skewness	3.032337758
Sum	238532
Variance	385.245877
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	894	6.1%
2	858	5.9%
3	831	5.7%
4	788	5.4%
0	774	5.3%
5	711	4.9%
6	657	4.5%
8	595	4.1%
7	572	3.9%
9	485	3.3%
Other values (148)	7481	51.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	774	5.3%
1	894	6.1%
2	858	5.9%
3	831	5.7%
4	788	5.4%

Value	Count	Frequency (%)
225	1	< 0.1%
218	1	< 0.1%
213	1	< 0.1%
210	1	< 0.1%
201	1	< 0.1%

swo_ind_same_pesel_applications_count_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	186
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.32206746

Minimum	0
Maximum	265
Zeros	517
Zeros (%)	3.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	12
Q3	27
95-th percentile	65
Maximum	265
Range	265
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	24.04184614
Coefficient of variation (CV)	1.183041351
Kurtosis	14.71146486
Mean	20.32206746
Median Absolute Deviation (MAD)	9
Skewness	3.018252799
Sum	297637
Variance	578.0103658
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	735	5.0%
4	703	4.8%
2	693	4.7%
1	686	4.7%
6	593	4.0%
5	584	4.0%
7	553	3.8%
8	526	3.6%
0	517	3.5%
9	459	3.1%
Other values (176)	8597	58.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	517	3.5%
1	686	4.7%
2	693	4.7%
3	735	5.0%
4	703	4.8%

Value	Count	Frequency (%)
265	1	< 0.1%
255	1	< 0.1%
248	2	< 0.1%
246	1	< 0.1%
238	2	< 0.1%

swo_ind_same_pesel_different_idcard_count_p0_1
Real number (ℝ_≥0)

ZEROS

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0555783149

Minimum	0
Maximum	11
Zeros	14196
Zeros (%)	96.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	11
Range	11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4321304423
Coefficient of variation (CV)	7.775162724
Kurtosis	244.8921917
Mean	0.0555783149
Median Absolute Deviation (MAD)	0
Skewness	13.67074352
Sum	814
Variance	0.1867367191
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	14196	96.9%
1	299	2.0%
2	78	0.5%
3	31	0.2%
4	11	0.1%
5	10	0.1%
8	6	< 0.1%
10	6	< 0.1%
6	5	< 0.1%
7	2	< 0.1%
Other values (2)	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14196	96.9%
1	299	2.0%
2	78	0.5%
3	31	0.2%
4	11	0.1%

Value	Count	Frequency (%)
11	1	< 0.1%
10	6	< 0.1%
9	1	< 0.1%
8	6	< 0.1%
7	2	< 0.1%

swo_ind_same_pesel_different_idcard_count_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08084118531

Minimum	0
Maximum	17
Zeros	14037
Zeros (%)	95.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	17
Range	17
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5426364856
Coefficient of variation (CV)	6.712376662
Kurtosis	198.3205993
Mean	0.08084118531
Median Absolute Deviation (MAD)	0
Skewness	11.93171485
Sum	1184
Variance	0.2944543555
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	14037	95.8%
1	382	2.6%
2	109	0.7%
3	41	0.3%
4	31	0.2%
5	14	0.1%
7	7	< 0.1%
10	6	< 0.1%
6	6	< 0.1%
9	6	< 0.1%
Other values (3)	7	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14037	95.8%
1	382	2.6%
2	109	0.7%
3	41	0.3%
4	31	0.2%

Value	Count	Frequency (%)
17	1	< 0.1%
11	1	< 0.1%
10	6	< 0.1%
9	6	< 0.1%
8	5	< 0.1%

swo_ind_same_pesel_different_idcard_count_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1187354909

Minimum	0
Maximum	18
Zeros	13861
Zeros (%)	94.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	18
Range	18
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7127823325
Coefficient of variation (CV)	6.003111008
Kurtosis	133.3754468
Mean	0.1187354909
Median Absolute Deviation (MAD)	0
Skewness	10.0974325
Sum	1739
Variance	0.5080586536
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	13861	94.6%
1	449	3.1%
2	146	1.0%
3	62	0.4%
4	48	0.3%
5	18	0.1%
10	14	0.1%
6	13	0.1%
8	12	0.1%
9	10	0.1%
Other values (3)	13	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13861	94.6%
1	449	3.1%
2	146	1.0%
3	62	0.4%
4	48	0.3%

Value	Count	Frequency (%)
18	1	< 0.1%
13	4	< 0.1%
10	14	0.1%
9	10	0.1%
8	12	0.1%

swo_ind_same_pesel_different_idcard_count_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	30
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.308138741

Minimum	0
Maximum	49
Zeros	13268
Zeros (%)	90.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	49
Range	49
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.66981455
Coefficient of variation (CV)	5.419034767
Kurtosis	190.7987177
Mean	0.308138741
Median Absolute Deviation (MAD)	0
Skewness	11.55428014
Sum	4513
Variance	2.788280632
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	13268	90.6%
1	633	4.3%
2	260	1.8%
3	134	0.9%
4	102	0.7%
5	46	0.3%
6	36	0.2%
7	31	0.2%
8	28	0.2%
9	18	0.1%
Other values (20)	90	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13268	90.6%
1	633	4.3%
2	260	1.8%
3	134	0.9%
4	102	0.7%

Value	Count	Frequency (%)
49	1	< 0.1%
37	1	< 0.1%
33	2	< 0.1%
32	6	< 0.1%
29	2	< 0.1%

swo_ind_same_pesel_different_idcard_count_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	44
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6243342892

Minimum	0
Maximum	61
Zeros	12771
Zeros (%)	87.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	61
Range	61
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.944845069
Coefficient of variation (CV)	4.716776124
Kurtosis	114.2596298
Mean	0.6243342892
Median Absolute Deviation (MAD)	0
Skewness	9.080027362
Sum	9144
Variance	8.672112479
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0	12771	87.2%
1	646	4.4%
2	335	2.3%
3	225	1.5%
4	141	1.0%
5	87	0.6%
6	68	0.5%
8	44	0.3%
7	42	0.3%
11	28	0.2%
Other values (34)	259	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12771	87.2%
1	646	4.4%
2	335	2.3%
3	225	1.5%
4	141	1.0%

Value	Count	Frequency (%)
61	2	< 0.1%
56	3	< 0.1%
52	1	< 0.1%
50	1	< 0.1%
46	3	< 0.1%

swo_ind_same_pesel_different_idcard_count_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	58
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9746688516

Minimum	0
Maximum	121
Zeros	12489
Zeros (%)	85.3%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5
Maximum	121
Range	121
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.577526128
Coefficient of variation (CV)	4.696493707
Kurtosis	174.9385468
Mean	0.9746688516
Median Absolute Deviation (MAD)	0
Skewness	10.62813459
Sum	14275
Variance	20.95374545
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12489	85.3%
1	617	4.2%
2	319	2.2%
3	243	1.7%
4	172	1.2%
5	109	0.7%
6	102	0.7%
7	78	0.5%
8	56	0.4%
11	46	0.3%
Other values (48)	415	2.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12489	85.3%
1	617	4.2%
2	319	2.2%
3	243	1.7%
4	172	1.2%

Value	Count	Frequency (%)
121	3	< 0.1%
87	2	< 0.1%
82	2	< 0.1%
72	1	< 0.1%
71	2	< 0.1%

swo_ind_same_pesel_different_idcard_count_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	72
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.396217397

Minimum	0
Maximum	172
Zeros	12227
Zeros (%)	83.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	7
Maximum	172
Range	172
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6.721244532
Coefficient of variation (CV)	4.813895419
Kurtosis	200.3876608
Mean	1.396217397
Median Absolute Deviation (MAD)	0
Skewness	11.66490912
Sum	20449
Variance	45.17512806
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12227	83.5%
1	622	4.2%
2	317	2.2%
3	258	1.8%
4	201	1.4%
5	104	0.7%
7	100	0.7%
6	99	0.7%
8	84	0.6%
11	50	0.3%
Other values (62)	584	4.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12227	83.5%
1	622	4.2%
2	317	2.2%
3	258	1.8%
4	201	1.4%

Value	Count	Frequency (%)
172	2	< 0.1%
167	2	< 0.1%
131	1	< 0.1%
128	1	< 0.1%
123	3	< 0.1%

swo_ind_same_pesel_different_idcard_count_unique_p0_1
Real number (ℝ_≥0)

ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.03120305886

Minimum	0
Maximum	2
Zeros	14196
Zeros (%)	96.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.176599688
Coefficient of variation (CV)	5.659691531
Kurtosis	31.79382387
Mean	0.03120305886
Median Absolute Deviation (MAD)	0
Skewness	5.6516393
Sum	457
Variance	0.03118744979
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	14196	96.9%
1	443	3.0%
2	7	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14196	96.9%
1	443	3.0%
2	7	< 0.1%

Value	Count	Frequency (%)
2	7	< 0.1%
1	443	3.0%
0	14196	96.9%

swo_ind_same_pesel_different_idcard_count_unique_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.04567800082

Minimum	0
Maximum	3
Zeros	14037
Zeros (%)	95.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	3
Range	3
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2278705462
Coefficient of variation (CV)	4.988627832
Kurtosis	31.92508035
Mean	0.04567800082
Median Absolute Deviation (MAD)	0
Skewness	5.398855505
Sum	669
Variance	0.05192498583
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=4)

Value	Count	Frequency (%)
0	14037	95.8%
1	550	3.8%
2	58	0.4%
3	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14037	95.8%
1	550	3.8%
2	58	0.4%
3	1	< 0.1%

Value	Count	Frequency (%)
3	1	< 0.1%
2	58	0.4%
1	550	3.8%
0	14037	95.8%

swo_ind_same_pesel_different_idcard_count_unique_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0660248532

Minimum	0
Maximum	4
Zeros	13861
Zeros (%)	94.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	4
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3023921885
Coefficient of variation (CV)	4.579975173
Kurtosis	36.29419247
Mean	0.0660248532
Median Absolute Deviation (MAD)	0
Skewness	5.516332754
Sum	967
Variance	0.09144103564
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
0	13861	94.6%
1	637	4.3%
2	116	0.8%
3	30	0.2%
4	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13861	94.6%
1	637	4.3%
2	116	0.8%
3	30	0.2%
4	2	< 0.1%

Value	Count	Frequency (%)
4	2	< 0.1%
3	30	0.2%
2	116	0.8%
1	637	4.3%
0	13861	94.6%

swo_ind_same_pesel_different_idcard_count_unique_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1333469889

Minimum	0
Maximum	6
Zeros	13268
Zeros (%)	90.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4683621995
Coefficient of variation (CV)	3.512356771
Kurtosis	22.93179283
Mean	0.1333469889
Median Absolute Deviation (MAD)	0
Skewness	4.369134878
Sum	1953
Variance	0.2193631499
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	13268	90.6%
1	949	6.5%
2	317	2.2%
3	82	0.6%
4	27	0.2%
5	2	< 0.1%
6	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13268	90.6%
1	949	6.5%
2	317	2.2%
3	82	0.6%
4	27	0.2%

Value	Count	Frequency (%)
6	1	< 0.1%
5	2	< 0.1%
4	27	0.2%
3	82	0.6%
2	317	2.2%

swo_ind_same_pesel_different_idcard_count_unique_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2278437799

Minimum	0
Maximum	8
Zeros	12771
Zeros (%)	87.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6902078255
Coefficient of variation (CV)	3.02930291
Kurtosis	15.71109263
Mean	0.2278437799
Median Absolute Deviation (MAD)	0
Skewness	3.691811468
Sum	3337
Variance	0.4763868424
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	12771	87.2%
1	933	6.4%
2	584	4.0%
3	239	1.6%
4	85	0.6%
5	28	0.2%
6	4	< 0.1%
7	1	< 0.1%
8	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12771	87.2%
1	933	6.4%
2	584	4.0%
3	239	1.6%
4	85	0.6%

Value	Count	Frequency (%)
8	1	< 0.1%
7	1	< 0.1%
6	4	< 0.1%
5	28	0.2%
4	85	0.6%

swo_ind_same_pesel_different_idcard_count_unique_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3142154855

Minimum	0
Maximum	10
Zeros	12489
Zeros (%)	85.3%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.8922862919
Coefficient of variation (CV)	2.839727299
Kurtosis	13.27082485
Mean	0.3142154855
Median Absolute Deviation (MAD)	0
Skewness	3.423406746
Sum	4602
Variance	0.7961748266
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	12489	85.3%
1	848	5.8%
2	615	4.2%
3	405	2.8%
4	186	1.3%
5	69	0.5%
6	24	0.2%
7	7	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12489	85.3%
1	848	5.8%
2	615	4.2%
3	405	2.8%
4	186	1.3%

Value	Count	Frequency (%)
10	1	< 0.1%
9	1	< 0.1%
8	1	< 0.1%
7	7	< 0.1%
6	24	0.2%

swo_ind_same_pesel_different_idcard_count_unique_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4024989758

Minimum	0
Maximum	11
Zeros	12227
Zeros (%)	83.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	11
Range	11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.09539115
Coefficient of variation (CV)	2.72147562
Kurtosis	12.16348577
Mean	0.4024989758
Median Absolute Deviation (MAD)	0
Skewness	3.298966909
Sum	5895
Variance	1.199881771
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	12227	83.5%
1	885	6.0%
2	533	3.6%
3	455	3.1%
4	311	2.1%
5	142	1.0%
6	54	0.4%
7	22	0.2%
8	10	0.1%
9	4	< 0.1%
Other values (2)	3	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12227	83.5%
1	885	6.0%
2	533	3.6%
3	455	3.1%
4	311	2.1%

Value	Count	Frequency (%)
11	1	< 0.1%
10	2	< 0.1%
9	4	< 0.1%
8	10	0.1%
7	22	0.2%

swo_ind_same_pesel_different_lender_count_unique_p0_1
Real number (ℝ_≥0)

ZEROS

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.665027994

Minimum	0
Maximum	15
Zeros	9634
Zeros (%)	65.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	15
Range	15
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.293168946
Coefficient of variation (CV)	1.944533099
Kurtosis	13.92482765
Mean	0.665027994
Median Absolute Deviation (MAD)	0
Skewness	3.151926238
Sum	9740
Variance	1.672285923
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	9634	65.8%
1	2872	19.6%
2	1009	6.9%
3	497	3.4%
4	273	1.9%
5	147	1.0%
6	108	0.7%
7	43	0.3%
9	24	0.2%
8	22	0.2%
Other values (4)	17	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9634	65.8%
1	2872	19.6%
2	1009	6.9%
3	497	3.4%
4	273	1.9%

Value	Count	Frequency (%)
15	1	< 0.1%
14	3	< 0.1%
11	4	< 0.1%
10	9	0.1%
9	24	0.2%

swo_ind_same_pesel_different_lender_count_unique_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	16
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.024170422

Minimum	0
Maximum	15
Zeros	8081
Zeros (%)	55.2%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	5
Maximum	15
Range	15
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.697656563
Coefficient of variation (CV)	1.657591868
Kurtosis	9.085344239
Mean	1.024170422
Median Absolute Deviation (MAD)	0
Skewness	2.624719245
Sum	15000
Variance	2.882037806
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	8081	55.2%
1	3190	21.8%
2	1412	9.6%
3	766	5.2%
4	453	3.1%
5	284	1.9%
6	176	1.2%
7	113	0.8%
8	65	0.4%
9	50	0.3%
Other values (6)	56	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8081	55.2%
1	3190	21.8%
2	1412	9.6%
3	766	5.2%
4	453	3.1%

Value	Count	Frequency (%)
15	1	< 0.1%
14	8	0.1%
13	2	< 0.1%
12	10	0.1%
11	16	0.1%

swo_ind_same_pesel_different_lender_count_unique_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	19
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.645022532

Minimum	0
Maximum	19
Zeros	6290
Zeros (%)	42.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	7
Maximum	19
Range	19
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.352446148
Coefficient of variation (CV)	1.430038861
Kurtosis	6.170576956
Mean	1.645022532
Median Absolute Deviation (MAD)	1
Skewness	2.226974418
Sum	24093
Variance	5.534002878
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	6290	42.9%
1	3246	22.2%
2	1719	11.7%
3	1082	7.4%
4	722	4.9%
5	500	3.4%
6	353	2.4%
7	226	1.5%
8	155	1.1%
9	115	0.8%
Other values (9)	238	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6290	42.9%
1	3246	22.2%
2	1719	11.7%
3	1082	7.4%
4	722	4.9%

Value	Count	Frequency (%)
19	1	< 0.1%
18	2	< 0.1%
16	9	0.1%
15	11	0.1%
14	17	0.1%

swo_ind_same_pesel_different_lender_count_unique_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	30
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.818994947

Minimum	0
Maximum	30
Zeros	3018
Zeros (%)	20.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	5
95-th percentile	13
Maximum	30
Range	30
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.336771841
Coefficient of variation (CV)	1.135579361
Kurtosis	3.909529053
Mean	3.818994947
Median Absolute Deviation (MAD)	2
Skewness	1.8211291
Sum	55933
Variance	18.80759
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	3018	20.6%
1	2697	18.4%
2	1827	12.5%
3	1455	9.9%
4	1164	7.9%
5	841	5.7%
6	746	5.1%
7	542	3.7%
8	464	3.2%
9	383	2.6%
Other values (20)	1509	10.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3018	20.6%
1	2697	18.4%
2	1827	12.5%
3	1455	9.9%
4	1164	7.9%

Value	Count	Frequency (%)
30	2	< 0.1%
28	2	< 0.1%
27	4	< 0.1%
26	11	0.1%
25	12	0.1%

swo_ind_same_pesel_different_lender_count_unique_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	47
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.928990851

Minimum	0
Maximum	48
Zeros	1523
Zeros (%)	10.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	10
95-th percentile	21
Maximum	48
Range	48
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	6.947435428
Coefficient of variation (CV)	1.002661943
Kurtosis	3.11399962
Mean	6.928990851
Median Absolute Deviation (MAD)	4
Skewness	1.629163324
Sum	101482
Variance	48.26685903
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
1	1646	11.2%
0	1523	10.4%
2	1473	10.1%
3	1336	9.1%
4	1103	7.5%
5	884	6.0%
6	852	5.8%
7	778	5.3%
8	668	4.6%
9	530	3.6%
Other values (37)	3853	26.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1523	10.4%
1	1646	11.2%
2	1473	10.1%
3	1336	9.1%
4	1103	7.5%

Value	Count	Frequency (%)
48	3	< 0.1%
45	1	< 0.1%
44	4	< 0.1%
43	2	< 0.1%
42	6	< 0.1%

swo_ind_same_pesel_different_lender_count_unique_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	51
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.561859893

Minimum	0
Maximum	56
Zeros	918
Zeros (%)	6.3%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	7
Q3	14
95-th percentile	27
Maximum	56
Range	56
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	8.699330509
Coefficient of variation (CV)	0.9097948104
Kurtosis	1.664860336
Mean	9.561859893
Median Absolute Deviation (MAD)	5
Skewness	1.338471223
Sum	140043
Variance	75.67835131
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1137	7.8%
3	1121	7.7%
2	1086	7.4%
4	991	6.8%
0	918	6.3%
5	881	6.0%
6	817	5.6%
7	703	4.8%
8	693	4.7%
10	576	3.9%
Other values (41)	5723	39.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	918	6.3%
1	1137	7.8%
2	1086	7.4%
3	1121	7.7%
4	991	6.8%

Value	Count	Frequency (%)
56	1	< 0.1%
50	2	< 0.1%
49	3	< 0.1%
47	3	< 0.1%
46	3	< 0.1%

swo_ind_same_pesel_different_lender_count_unique_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	58
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.68530657

Minimum	0
Maximum	58
Zeros	600
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	4
median	9
Q3	17
95-th percentile	33
Maximum	58
Range	58
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	10.12392512
Coefficient of variation (CV)	0.8663807888
Kurtosis	1.189410972
Mean	11.68530657
Median Absolute Deviation (MAD)	6
Skewness	1.22376236
Sum	171143
Variance	102.4938599
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	913	6.2%
2	907	6.2%
4	903	6.2%
1	889	6.1%
5	815	5.6%
6	723	4.9%
7	715	4.9%
8	661	4.5%
0	600	4.1%
10	598	4.1%
Other values (48)	6922	47.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	600	4.1%
1	889	6.1%
2	907	6.2%
3	913	6.2%
4	903	6.2%

Value	Count	Frequency (%)
58	3	< 0.1%
57	1	< 0.1%
56	2	< 0.1%
55	5	< 0.1%
54	3	< 0.1%

swo_ind_same_pesel_different_main_address_count_p0_1
Real number (ℝ_≥0)

ZEROS

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.187013519

Minimum	0
Maximum	27
Zeros	13144
Zeros (%)	89.7%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	27
Range	27
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7964915373
Coefficient of variation (CV)	4.259005131
Kurtosis	161.2032066
Mean	0.187013519
Median Absolute Deviation (MAD)	0
Skewness	9.456767248
Sum	2739
Variance	0.634398769
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	13144	89.7%
1	992	6.8%
2	233	1.6%
3	131	0.9%
4	51	0.3%
5	34	0.2%
6	23	0.2%
9	10	0.1%
8	10	0.1%
7	6	< 0.1%
Other values (5)	12	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13144	89.7%
1	992	6.8%
2	233	1.6%
3	131	0.9%
4	51	0.3%

Value	Count	Frequency (%)
27	1	< 0.1%
15	2	< 0.1%
13	3	< 0.1%
12	4	< 0.1%
10	2	< 0.1%

swo_ind_same_pesel_different_main_address_count_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	19
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.29605353

Minimum	0
Maximum	27
Zeros	12562
Zeros (%)	85.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	27
Range	27
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.06408875
Coefficient of variation (CV)	3.594244427
Kurtosis	83.19593306
Mean	0.29605353
Median Absolute Deviation (MAD)	0
Skewness	7.194398872
Sum	4336
Variance	1.132284868
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	12562	85.8%
1	1215	8.3%
2	385	2.6%
3	204	1.4%
4	90	0.6%
5	70	0.5%
6	41	0.3%
8	18	0.1%
9	17	0.1%
7	15	0.1%
Other values (9)	29	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12562	85.8%
1	1215	8.3%
2	385	2.6%
3	204	1.4%
4	90	0.6%

Value	Count	Frequency (%)
27	1	< 0.1%
20	1	< 0.1%
18	1	< 0.1%
15	3	< 0.1%
14	1	< 0.1%

swo_ind_same_pesel_different_main_address_count_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	23
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4803359279

Minimum	0
Maximum	27
Zeros	11777
Zeros (%)	80.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	27
Range	27
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.49348961
Coefficient of variation (CV)	3.109260672
Kurtosis	59.13436771
Mean	0.4803359279
Median Absolute Deviation (MAD)	0
Skewness	6.175434353
Sum	7035
Variance	2.230511215
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	11777	80.4%
1	1475	10.1%
2	542	3.7%
3	321	2.2%
4	158	1.1%
5	97	0.7%
6	88	0.6%
7	53	0.4%
8	37	0.3%
9	28	0.2%
Other values (13)	70	0.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11777	80.4%
1	1475	10.1%
2	542	3.7%
3	321	2.2%
4	158	1.1%

Value	Count	Frequency (%)
27	1	< 0.1%
25	4	< 0.1%
23	1	< 0.1%
22	1	< 0.1%
21	1	< 0.1%

swo_ind_same_pesel_different_main_address_count_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	43
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.268332651

Minimum	0
Maximum	62
Zeros	9932
Zeros (%)	67.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	7
Maximum	62
Range	62
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.521222326
Coefficient of variation (CV)	2.776260884
Kurtosis	61.98953501
Mean	1.268332651
Median Absolute Deviation (MAD)	0
Skewness	6.275332467
Sum	18576
Variance	12.39900667
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
0	9932	67.8%
1	1911	13.0%
2	773	5.3%
3	512	3.5%
4	355	2.4%
5	233	1.6%
6	172	1.2%
8	110	0.8%
7	103	0.7%
9	98	0.7%
Other values (33)	447	3.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9932	67.8%
1	1911	13.0%
2	773	5.3%
3	512	3.5%
4	355	2.4%

Value	Count	Frequency (%)
62	3	< 0.1%
59	1	< 0.1%
58	1	< 0.1%
53	2	< 0.1%
52	1	< 0.1%

swo_ind_same_pesel_different_main_address_count_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	73
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.613136693

Minimum	0
Maximum	116
Zeros	8285
Zeros (%)	56.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	13
Maximum	116
Range	116
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	6.601385334
Coefficient of variation (CV)	2.526230393
Kurtosis	48.11923231
Mean	2.613136693
Median Absolute Deviation (MAD)	0
Skewness	5.640060906
Sum	38272
Variance	43.57828832
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8285	56.6%
1	2003	13.7%
2	917	6.3%
3	669	4.6%
4	515	3.5%
5	337	2.3%
6	295	2.0%
7	194	1.3%
8	176	1.2%
9	150	1.0%
Other values (63)	1105	7.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8285	56.6%
1	2003	13.7%
2	917	6.3%
3	669	4.6%
4	515	3.5%

Value	Count	Frequency (%)
116	1	< 0.1%
111	1	< 0.1%
103	1	< 0.1%
89	1	< 0.1%
86	2	< 0.1%

swo_ind_same_pesel_different_main_address_count_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	90
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.82479858

Minimum	0
Maximum	152
Zeros	7307
Zeros (%)	49.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	19
Maximum	152
Range	152
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	9.084559451
Coefficient of variation (CV)	2.375173297
Kurtosis	47.33950288
Mean	3.82479858
Median Absolute Deviation (MAD)	1
Skewness	5.466772375
Sum	56018
Variance	82.52922043
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7307	49.9%
1	2033	13.9%
2	983	6.7%
3	679	4.6%
4	547	3.7%
5	401	2.7%
6	370	2.5%
7	261	1.8%
8	212	1.4%
10	202	1.4%
Other values (80)	1651	11.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7307	49.9%
1	2033	13.9%
2	983	6.7%
3	679	4.6%
4	547	3.7%

Value	Count	Frequency (%)
152	3	< 0.1%
137	1	< 0.1%
132	1	< 0.1%
126	1	< 0.1%
119	2	< 0.1%

swo_ind_same_pesel_different_main_address_count_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	117
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.899494743

Minimum	0
Maximum	242
Zeros	6724
Zeros (%)	45.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	24
Maximum	242
Range	242
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	11.82844266
Coefficient of variation (CV)	2.414216829
Kurtosis	61.83196427
Mean	4.899494743
Median Absolute Deviation (MAD)	1
Skewness	6.137834176
Sum	71758
Variance	139.9120557
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6724	45.9%
1	2017	13.8%
2	1008	6.9%
3	731	5.0%
4	581	4.0%
6	393	2.7%
5	379	2.6%
7	284	1.9%
8	227	1.5%
9	211	1.4%
Other values (107)	2091	14.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6724	45.9%
1	2017	13.8%
2	1008	6.9%
3	731	5.0%
4	581	4.0%

Value	Count	Frequency (%)
242	1	< 0.1%
222	1	< 0.1%
197	1	< 0.1%
183	1	< 0.1%
165	1	< 0.1%

swo_ind_same_pesel_different_main_address_count_unique_p0_1
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1183258228

Minimum	0
Maximum	5
Zeros	13144
Zeros (%)	89.7%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3788485321
Coefficient of variation (CV)	3.201740104
Kurtosis	20.96017789
Mean	0.1183258228
Median Absolute Deviation (MAD)	0
Skewness	3.921829331
Sum	1733
Variance	0.1435262103
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	13144	89.7%
1	1314	9.0%
2	154	1.1%
3	29	0.2%
5	4	< 0.1%
4	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13144	89.7%
1	1314	9.0%
2	154	1.1%
3	29	0.2%
4	1	< 0.1%

Value	Count	Frequency (%)
5	4	< 0.1%
4	1	< 0.1%
3	29	0.2%
2	154	1.1%
1	1314	9.0%

swo_ind_same_pesel_different_main_address_count_unique_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1829168374

Minimum	0
Maximum	5
Zeros	12562
Zeros (%)	85.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5036545034
Coefficient of variation (CV)	2.753461686
Kurtosis	15.2936437
Mean	0.1829168374
Median Absolute Deviation (MAD)	0
Skewness	3.443854077
Sum	2679
Variance	0.2536678588
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	12562	85.8%
1	1616	11.0%
2	372	2.5%
3	75	0.5%
4	11	0.1%
5	10	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12562	85.8%
1	1616	11.0%
2	372	2.5%
3	75	0.5%
4	11	0.1%

Value	Count	Frequency (%)
5	10	0.1%
4	11	0.1%
3	75	0.5%
2	372	2.5%
1	1616	11.0%

swo_ind_same_pesel_different_main_address_count_unique_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2907961218

Minimum	0
Maximum	8
Zeros	11777
Zeros (%)	80.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6957167555
Coefficient of variation (CV)	2.392455412
Kurtosis	12.97183125
Mean	0.2907961218
Median Absolute Deviation (MAD)	0
Skewness	3.154166449
Sum	4259
Variance	0.4840218038
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	11777	80.4%
1	1920	13.1%
2	643	4.4%
3	221	1.5%
4	48	0.3%
5	28	0.2%
6	6	< 0.1%
7	2	< 0.1%
8	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11777	80.4%
1	1920	13.1%
2	643	4.4%
3	221	1.5%
4	48	0.3%

Value	Count	Frequency (%)
8	1	< 0.1%
7	2	< 0.1%
6	6	< 0.1%
5	28	0.2%
4	48	0.3%

swo_ind_same_pesel_different_main_address_count_unique_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6010514816

Minimum	0
Maximum	10
Zeros	9932
Zeros (%)	67.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	10
Range	10
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.128783046
Coefficient of variation (CV)	1.878013915
Kurtosis	8.36820003
Mean	0.6010514816
Median Absolute Deviation (MAD)	0
Skewness	2.580990034
Sum	8803
Variance	1.274151165
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	9932	67.8%
1	2553	17.4%
2	1117	7.6%
3	553	3.8%
4	268	1.8%
5	122	0.8%
6	64	0.4%
8	17	0.1%
7	13	0.1%
9	6	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9932	67.8%
1	2553	17.4%
2	1117	7.6%
3	553	3.8%
4	268	1.8%

Value	Count	Frequency (%)
10	1	< 0.1%
9	6	< 0.1%
8	17	0.1%
7	13	0.1%
6	64	0.4%

swo_ind_same_pesel_different_main_address_count_unique_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	17
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.035504575

Minimum	0
Maximum	20
Zeros	8285
Zeros (%)	56.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	4
Maximum	20
Range	20
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.677019939
Coefficient of variation (CV)	1.619519585
Kurtosis	8.769259312
Mean	1.035504575
Median Absolute Deviation (MAD)	0
Skewness	2.460573362
Sum	15166
Variance	2.812395877
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	8285	56.6%
1	2646	18.1%
2	1555	10.6%
3	900	6.1%
4	546	3.7%
5	319	2.2%
6	174	1.2%
7	88	0.6%
8	52	0.4%
9	27	0.2%
Other values (7)	54	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8285	56.6%
1	2646	18.1%
2	1555	10.6%
3	900	6.1%
4	546	3.7%

Value	Count	Frequency (%)
20	1	< 0.1%
17	1	< 0.1%
14	4	< 0.1%
13	2	< 0.1%
12	10	0.1%

swo_ind_same_pesel_different_main_address_count_unique_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	21
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.414584187

Minimum	0
Maximum	23
Zeros	7307
Zeros (%)	49.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	6
Maximum	23
Range	23
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.127911133
Coefficient of variation (CV)	1.504266168
Kurtosis	7.734818218
Mean	1.414584187
Median Absolute Deviation (MAD)	1
Skewness	2.322376696
Sum	20718
Variance	4.528005792
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	7307	49.9%
1	2646	18.1%
2	1534	10.5%
3	1151	7.9%
4	715	4.9%
5	486	3.3%
6	299	2.0%
7	202	1.4%
8	107	0.7%
9	72	0.5%
Other values (11)	127	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7307	49.9%
1	2646	18.1%
2	1534	10.5%
3	1151	7.9%
4	715	4.9%

Value	Count	Frequency (%)
23	1	< 0.1%
20	1	< 0.1%
18	3	< 0.1%
17	1	< 0.1%
16	3	< 0.1%

swo_ind_same_pesel_different_main_address_count_unique_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	24
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.702171241

Minimum	0
Maximum	32
Zeros	6724
Zeros (%)	45.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	7
Maximum	32
Range	32
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.479948553
Coefficient of variation (CV)	1.456932471
Kurtosis	9.217698042
Mean	1.702171241
Median Absolute Deviation (MAD)	1
Skewness	2.38425072
Sum	24930
Variance	6.150144824
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	6724	45.9%
1	2639	18.0%
2	1533	10.5%
3	1176	8.0%
4	788	5.4%
5	600	4.1%
6	402	2.7%
7	276	1.9%
8	156	1.1%
9	118	0.8%
Other values (14)	234	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6724	45.9%
1	2639	18.0%
2	1533	10.5%
3	1176	8.0%
4	788	5.4%

Value	Count	Frequency (%)
32	1	< 0.1%
26	3	< 0.1%
21	3	< 0.1%
20	3	< 0.1%
19	1	< 0.1%

swo_ind_same_pesel_different_phone_count_unique_p0_1
Real number (ℝ_≥0)

ZEROS

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0305885566

Minimum	0
Maximum	3
Zeros	14222
Zeros (%)	97.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	3
Range	3
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1825984306
Coefficient of variation (CV)	5.969501372
Kurtosis	49.84016187
Mean	0.0305885566
Median Absolute Deviation (MAD)	0
Skewness	6.536984843
Sum	448
Variance	0.03334218687
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=4)

Value	Count	Frequency (%)
0	14222	97.1%
1	403	2.8%
2	18	0.1%
3	3	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14222	97.1%
1	403	2.8%
2	18	0.1%
3	3	< 0.1%

Value	Count	Frequency (%)
3	3	< 0.1%
2	18	0.1%
1	403	2.8%
0	14222	97.1%

swo_ind_same_pesel_different_phone_count_unique_p0_3
Real number (ℝ_≥0)

ZEROS

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05038918476

Minimum	0
Maximum	4
Zeros	14006
Zeros (%)	95.6%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.250750023
Coefficient of variation (CV)	4.976266716
Kurtosis	39.96963277
Mean	0.05038918476
Median Absolute Deviation (MAD)	0
Skewness	5.782361053
Sum	738
Variance	0.06287557403
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
0	14006	95.6%
1	553	3.8%
2	77	0.5%
3	9	0.1%
4	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14006	95.6%
1	553	3.8%
2	77	0.5%
3	9	0.1%
4	1	< 0.1%

Value	Count	Frequency (%)
4	1	< 0.1%
3	9	0.1%
2	77	0.5%
1	553	3.8%
0	14006	95.6%

swo_ind_same_pesel_different_phone_count_unique_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.07974873686

Minimum	0
Maximum	5
Zeros	13741
Zeros (%)	93.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3437838447
Coefficient of variation (CV)	4.310837491
Kurtosis	34.11685448
Mean	0.07974873686
Median Absolute Deviation (MAD)	0
Skewness	5.308728436
Sum	1168
Variance	0.1181873319
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	13741	93.8%
1	699	4.8%
2	156	1.1%
3	44	0.3%
4	5	< 0.1%
5	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13741	93.8%
1	699	4.8%
2	156	1.1%
3	44	0.3%
4	5	< 0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	5	< 0.1%
3	44	0.3%
2	156	1.1%
1	699	4.8%

swo_ind_same_pesel_different_phone_count_unique_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1581319132

Minimum	0
Maximum	7
Zeros	13168
Zeros (%)	89.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5531971379
Coefficient of variation (CV)	3.498326978
Kurtosis	28.78673981
Mean	0.1581319132
Median Absolute Deviation (MAD)	0
Skewness	4.695496204
Sum	2316
Variance	0.3060270733
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	13168	89.9%
1	924	6.3%
2	362	2.5%
3	130	0.9%
4	48	0.3%
7	6	< 0.1%
6	4	< 0.1%
5	4	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13168	89.9%
1	924	6.3%
2	362	2.5%
3	130	0.9%
4	48	0.3%

Value	Count	Frequency (%)
7	6	< 0.1%
6	4	< 0.1%
5	4	< 0.1%
4	48	0.3%
3	130	0.9%

swo_ind_same_pesel_different_phone_count_unique_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.269356821

Minimum	0
Maximum	10
Zeros	12520
Zeros (%)	85.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7990429296
Coefficient of variation (CV)	2.966484854
Kurtosis	22.61808078
Mean	0.269356821
Median Absolute Deviation (MAD)	0
Skewness	4.116680578
Sum	3945
Variance	0.6384696034
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	12520	85.5%
1	1118	7.6%
2	522	3.6%
3	308	2.1%
4	96	0.7%
5	53	0.4%
6	13	0.1%
9	5	< 0.1%
7	5	< 0.1%
8	4	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12520	85.5%
1	1118	7.6%
2	522	3.6%
3	308	2.1%
4	96	0.7%

Value	Count	Frequency (%)
10	2	< 0.1%
9	5	< 0.1%
8	4	< 0.1%
7	5	< 0.1%
6	13	0.1%

swo_ind_same_pesel_different_phone_count_unique_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3817424553

Minimum	0
Maximum	12
Zeros	12018
Zeros (%)	82.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	12
Range	12
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.031649312
Coefficient of variation (CV)	2.70247466
Kurtosis	18.65562814
Mean	0.3817424553
Median Absolute Deviation (MAD)	0
Skewness	3.766932489
Sum	5591
Variance	1.064300303
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	12018	82.1%
1	1238	8.5%
2	587	4.0%
3	399	2.7%
4	224	1.5%
5	90	0.6%
6	43	0.3%
7	30	0.2%
9	5	< 0.1%
11	3	< 0.1%
Other values (3)	9	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12018	82.1%
1	1238	8.5%
2	587	4.0%
3	399	2.7%
4	224	1.5%

Value	Count	Frequency (%)
12	3	< 0.1%
11	3	< 0.1%
10	3	< 0.1%
9	5	< 0.1%
8	3	< 0.1%

swo_ind_same_pesel_different_phone_count_unique_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4924211389

Minimum	0
Maximum	20
Zeros	11585
Zeros (%)	79.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	20
Range	20
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.252397053
Coefficient of variation (CV)	2.543345429
Kurtosis	18.51161441
Mean	0.4924211389
Median Absolute Deviation (MAD)	0
Skewness	3.63947532
Sum	7212
Variance	1.568498378
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	11585	79.1%
1	1378	9.4%
2	604	4.1%
3	435	3.0%
4	278	1.9%
5	192	1.3%
6	84	0.6%
7	46	0.3%
8	16	0.1%
9	14	0.1%
Other values (5)	14	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11585	79.1%
1	1378	9.4%
2	604	4.1%
3	435	3.0%
4	278	1.9%

Value	Count	Frequency (%)
20	1	< 0.1%
13	4	< 0.1%
12	3	< 0.1%
11	1	< 0.1%
10	5	< 0.1%

swo_ind_same_phone_different_pesel_count_p0_30
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	16
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06397651236

Minimum	0
Maximum	31
Zeros	14267
Zeros (%)	97.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	31
Range	31
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.637244731
Coefficient of variation (CV)	9.960604409
Kurtosis	608.2006921
Mean	0.06397651236
Median Absolute Deviation (MAD)	0
Skewness	20.3112846
Sum	937
Variance	0.4060808472
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	14267	97.4%
1	220	1.5%
2	67	0.5%
3	30	0.2%
4	17	0.1%
6	10	0.1%
10	8	0.1%
15	6	< 0.1%
5	6	< 0.1%
8	5	< 0.1%
Other values (6)	10	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14267	97.4%
1	220	1.5%
2	67	0.5%
3	30	0.2%
4	17	0.1%

Value	Count	Frequency (%)
31	1	< 0.1%
15	6	< 0.1%
14	1	< 0.1%
13	2	< 0.1%
11	2	< 0.1%

swo_ind_same_phone_different_pesel_count_p0_90
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	23
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1371705585

Minimum	0
Maximum	50
Zeros	14016
Zeros (%)	95.7%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	50
Range	50
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.229083778
Coefficient of variation (CV)	8.960259341
Kurtosis	724.3518679
Mean	0.1371705585
Median Absolute Deviation (MAD)	0
Skewness	22.44081923
Sum	2009
Variance	1.510646934
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	14016	95.7%
1	317	2.2%
2	108	0.7%
3	55	0.4%
4	47	0.3%
7	21	0.1%
5	21	0.1%
6	11	0.1%
10	8	0.1%
8	8	0.1%
Other values (13)	34	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14016	95.7%
1	317	2.2%
2	108	0.7%
3	55	0.4%
4	47	0.3%

Value	Count	Frequency (%)
50	3	< 0.1%
41	1	< 0.1%
29	1	< 0.1%
22	1	< 0.1%
20	5	< 0.1%

swo_ind_same_phone_different_pesel_count_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	34
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2216304793

Minimum	0
Maximum	50
Zeros	13841
Zeros (%)	94.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	50
Range	50
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.790811254
Coefficient of variation (CV)	8.08016686
Kurtosis	346.0307335
Mean	0.2216304793
Median Absolute Deviation (MAD)	0
Skewness	16.38089374
Sum	3246
Variance	3.207004948
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
0	13841	94.5%
1	354	2.4%
2	160	1.1%
3	68	0.5%
4	45	0.3%
5	45	0.3%
7	20	0.1%
6	19	0.1%
9	10	0.1%
12	10	0.1%
Other values (24)	74	0.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13841	94.5%
1	354	2.4%
2	160	1.1%
3	68	0.5%
4	45	0.3%

Value	Count	Frequency (%)
50	5	< 0.1%
40	1	< 0.1%
39	3	< 0.1%
38	1	< 0.1%
37	1	< 0.1%

swo_ind_same_phone_different_pesel_count_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	36
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3069097364

Minimum	0
Maximum	50
Zeros	13682
Zeros (%)	93.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	50
Range	50
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.351400514
Coefficient of variation (CV)	7.661537694
Kurtosis	263.2579623
Mean	0.3069097364
Median Absolute Deviation (MAD)	0
Skewness	14.71932312
Sum	4495
Variance	5.529084379
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0	13682	93.4%
1	405	2.8%
2	177	1.2%
3	83	0.6%
5	57	0.4%
4	53	0.4%
6	35	0.2%
7	24	0.2%
50	14	0.1%
8	14	0.1%
Other values (26)	102	0.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13682	93.4%
1	405	2.8%
2	177	1.2%
3	83	0.6%
4	53	0.4%

Value	Count	Frequency (%)
50	14	0.1%
44	2	< 0.1%
43	3	< 0.1%
41	1	< 0.1%
33	1	< 0.1%

swo_ind_same_phone_different_pesel_count_unique_p0_7
Real number (ℝ_≥0)

ZEROS

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01515772224

Minimum	0
Maximum	3
Zeros	14456
Zeros (%)	98.7%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	3
Range	3
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1423201843
Coefficient of variation (CV)	9.389285675
Kurtosis	161.8736861
Mean	0.01515772224
Median Absolute Deviation (MAD)	0
Skewness	11.47700104
Sum	222
Variance	0.02025503487
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=4)

Value	Count	Frequency (%)
0	14456	98.7%
1	165	1.1%
2	18	0.1%
3	7	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14456	98.7%
1	165	1.1%
2	18	0.1%
3	7	< 0.1%

Value	Count	Frequency (%)
3	7	< 0.1%
2	18	0.1%
1	165	1.1%
0	14456	98.7%

swo_ind_same_phone_different_pesel_count_unique_p0_30
Real number (ℝ_≥0)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.03386590195

Minimum	0
Maximum	7
Zeros	14267
Zeros (%)	97.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2416516674
Coefficient of variation (CV)	7.135545001
Kurtosis	208.1586199
Mean	0.03386590195
Median Absolute Deviation (MAD)	0
Skewness	11.47225158
Sum	496
Variance	0.05839552835
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	14267	97.4%
1	296	2.0%
2	67	0.5%
3	8	0.1%
4	4	< 0.1%
7	3	< 0.1%
5	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14267	97.4%
1	296	2.0%
2	67	0.5%
3	8	0.1%
4	4	< 0.1%

Value	Count	Frequency (%)
7	3	< 0.1%
5	1	< 0.1%
4	4	< 0.1%
3	8	0.1%
2	67	0.5%

swo_ind_same_phone_different_pesel_count_unique_p0_90
Real number (ℝ_≥0)

ZEROS

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06138194729

Minimum	0
Maximum	7
Zeros	14016
Zeros (%)	95.7%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3390805181
Coefficient of variation (CV)	5.524108196
Kurtosis	91.59460292
Mean	0.06138194729
Median Absolute Deviation (MAD)	0
Skewness	8.067564178
Sum	899
Variance	0.1149755978
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	14016	95.7%
1	452	3.1%
2	121	0.8%
3	39	0.3%
4	9	0.1%
5	5	< 0.1%
7	3	< 0.1%
6	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14016	95.7%
1	452	3.1%
2	121	0.8%
3	39	0.3%
4	9	0.1%

Value	Count	Frequency (%)
7	3	< 0.1%
6	1	< 0.1%
5	5	< 0.1%
4	9	0.1%
3	39	0.3%

swo_ind_same_phone_different_pesel_count_unique_p0_210
Real number (ℝ_≥0)

ZEROS

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08842004643

Minimum	0
Maximum	9
Zeros	13841
Zeros (%)	94.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.438851977
Coefficient of variation (CV)	4.963263363
Kurtosis	68.40098182
Mean	0.08842004643
Median Absolute Deviation (MAD)	0
Skewness	7.119126039
Sum	1295
Variance	0.1925910577
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	13841	94.5%
1	511	3.5%
2	175	1.2%
3	74	0.5%
4	29	0.2%
6	6	< 0.1%
5	6	< 0.1%
7	3	< 0.1%
9	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13841	94.5%
1	511	3.5%
2	175	1.2%
3	74	0.5%
4	29	0.2%

Value	Count	Frequency (%)
9	1	< 0.1%
7	3	< 0.1%
6	6	< 0.1%
5	6	< 0.1%
4	29	0.2%

swo_ind_same_phone_different_pesel_count_unique_p0_360
Real number (ℝ_≥0)

ZEROS

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1144339751

Minimum	0
Maximum	9
Zeros	13682
Zeros (%)	93.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5279622995
Coefficient of variation (CV)	4.613684868
Kurtosis	53.08331666
Mean	0.1144339751
Median Absolute Deviation (MAD)	0
Skewness	6.487654395
Sum	1676
Variance	0.2787441897
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	13682	93.4%
1	589	4.0%
2	188	1.3%
3	101	0.7%
4	46	0.3%
5	25	0.2%
6	8	0.1%
7	6	< 0.1%
9	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13682	93.4%
1	589	4.0%
2	188	1.3%
3	101	0.7%
4	46	0.3%

Value	Count	Frequency (%)
9	1	< 0.1%
7	6	< 0.1%
6	8	0.1%
5	25	0.2%
4	46	0.3%

days_after_knownsince_pbd
Real number (ℝ_≥0)

MISSING

Distinct	2461
Distinct (%)	51.4%
Missing	9860
Missing (%)	67.3%
Infinite	0
Infinite (%)	0.0%
Mean	1992.997702

Minimum	3
Maximum	7256
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	3
5-th percentile	130
Q1	624
median	1828
Q3	2735
95-th percentile	5332.5
Maximum	7256
Range	7253
Interquartile range (IQR)	2111

Descriptive statistics

Standard deviation	1579.730084
Coefficient of variation (CV)	0.7926401934
Kurtosis	0.8656302298
Mean	1992.997702
Median Absolute Deviation (MAD)	991
Skewness	1.033444518
Sum	9538487
Variance	2495547.138
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2248	11	0.1%
2315	10	0.1%
2294	10	0.1%
2296	9	0.1%
2314	9	0.1%
2232	9	0.1%
2349	9	0.1%
383	9	0.1%
976	9	0.1%
321	9	0.1%
Other values (2451)	4692	32.0%
(Missing)	9860	67.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	2	< 0.1%
7	1	< 0.1%
9	1	< 0.1%
11	2	< 0.1%
12	4	< 0.1%

Value	Count	Frequency (%)
7256	2	< 0.1%
7248	1	< 0.1%
7216	1	< 0.1%
7211	1	< 0.1%
7161	1	< 0.1%

masterriskstatus_no_negative_history
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7910692339

Minimum	0
Maximum	1
Zeros	3060
Zeros (%)	20.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4065587125
Coefficient of variation (CV)	0.51393569
Kurtosis	0.05081335466
Mean	0.7910692339
Median Absolute Deviation (MAD)	0
Skewness	-1.432063698
Sum	11586
Variance	0.1652899867
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	11586	79.1%
0	3060	20.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3060	20.9%
1	11586	79.1%

Value	Count	Frequency (%)
1	11586	79.1%
0	3060	20.9%

masterriskstatus_postempowanie
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01877645774

Minimum	0
Maximum	1
Zeros	14371
Zeros (%)	98.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1357393105
Coefficient of variation (CV)	7.229228876
Kurtosis	48.29421281
Mean	0.01877645774
Median Absolute Deviation (MAD)	0
Skewness	7.091376309
Sum	275
Variance	0.0184251604
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	14371	98.1%
1	275	1.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14371	98.1%
1	275	1.9%

Value	Count	Frequency (%)
1	275	1.9%
0	14371	98.1%

repetitionfilter
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01734261915

Minimum	0
Maximum	1
Zeros	14392
Zeros (%)	98.3%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1305489041
Coefficient of variation (CV)	7.527634842
Kurtosis	52.69746433
Mean	0.01734261915
Median Absolute Deviation (MAD)	0
Skewness	7.39528689
Sum	254
Variance	0.01704301637
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	14392	98.3%
1	254	1.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14392	98.3%
1	254	1.7%

Value	Count	Frequency (%)
1	254	1.7%
0	14392	98.3%

score
Real number (ℝ_≥0)

Distinct	223
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	478.9649051

Minimum	327
Maximum	583
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	327
5-th percentile	431
Q1	459
median	478
Q3	499
95-th percentile	529
Maximum	583
Range	256
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	30.85564354
Coefficient of variation (CV)	0.06442151233
Kurtosis	0.6492238723
Mean	478.9649051
Median Absolute Deviation (MAD)	20
Skewness	-0.1931653345
Sum	7014920
Variance	952.0707382
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
472	224	1.5%
481	223	1.5%
480	219	1.5%
473	219	1.5%
479	211	1.4%
468	211	1.4%
465	207	1.4%
478	207	1.4%
476	206	1.4%
483	203	1.4%
Other values (213)	12516	85.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
327	1	< 0.1%
332	3	< 0.1%
333	1	< 0.1%
339	1	< 0.1%
341	4	< 0.1%

Value	Count	Frequency (%)
583	1	< 0.1%
580	1	< 0.1%
579	1	< 0.1%
577	2	< 0.1%
575	2	< 0.1%

housetype
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	114.5 KiB

SHARED_USAGE	7338
UNKNOWN	4971
PRIVATE_ONLY	1741
COMPANY_ONLY	339
REGULAR	257

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SHARED_USAGE
2nd row	UNKNOWN
3rd row	SHARED_USAGE
4th row	SHARED_USAGE
5th row	PRIVATE_ONLY

Common Values

Value	Count	Frequency (%)
SHARED_USAGE	7338	50.1%
UNKNOWN	4971	33.9%
PRIVATE_ONLY	1741	11.9%
COMPANY_ONLY	339	2.3%
REGULAR	257	1.8%

Category Frequency Plot

identificationtype
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	114.5 KiB

IDENTITY_IN_UNIVERSE	7360
NOT_IDENTIFIED	3753
IDENTITY_IN_HOUSE	2594
LASTNAME_IN_HOUSE	478
IDENTITY_IN_CITY	274

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	IDENTITY_IN_UNIVERSE
2nd row	IDENTITY_IN_UNIVERSE
3rd row	IDENTITY_IN_HOUSE
4th row	IDENTITY_IN_CITY
5th row	IDENTITY_IN_UNIVERSE

Common Values

Value	Count	Frequency (%)
IDENTITY_IN_UNIVERSE	7360	50.3%
NOT_IDENTIFIED	3753	25.6%
IDENTITY_IN_HOUSE	2594	17.7%
LASTNAME_IN_HOUSE	478	3.3%
IDENTITY_IN_CITY	274	1.9%
IDENTITY_IN_STREET	187	1.3%

Category Frequency Plot

score_partialdecision
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	114.5 KiB

GREEN	13824
RED	503
YELLOW	319

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	GREEN
2nd row	RED
3rd row	GREEN
4th row	GREEN
5th row	GREEN

Common Values

Value	Count	Frequency (%)
GREEN	13824	94.4%
RED	503	3.4%
YELLOW	319	2.2%

Category Frequency Plot

policyrule_partialdecision
Categorical

MISSING

Distinct	3
Distinct (%)	0.5%
Missing	13987
Missing (%)	95.5%
Memory size	114.5 KiB

YELLOW	252
GREEN	247
RED	160

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	RED
2nd row	GREEN
3rd row	YELLOW
4th row	RED
5th row	RED

Common Values

Value	Count	Frequency (%)
YELLOW	252	1.7%
GREEN	247	1.7%
RED	160	1.1%
(Missing)	13987	95.5%

Category Frequency Plot

num_prepaid_loans
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	53
Distinct (%)	0.4%
Missing	2778
Missing (%)	19.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.490815639

Minimum	0
Maximum	72
Zeros	1475
Zeros (%)	10.1%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	6
95-th percentile	16
Maximum	72
Range	72
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	5.821738862
Coefficient of variation (CV)	1.296365589
Kurtosis	11.82119133
Mean	4.490815639
Median Absolute Deviation (MAD)	2
Skewness	2.844346906
Sum	53297
Variance	33.89264337
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	2832	19.3%
2	1876	12.8%
0	1475	10.1%
3	1210	8.3%
4	851	5.8%
5	573	3.9%
6	470	3.2%
7	403	2.8%
8	322	2.2%
9	254	1.7%
Other values (43)	1602	10.9%
(Missing)	2778	19.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1475	10.1%
1	2832	19.3%
2	1876	12.8%
3	1210	8.3%
4	851	5.8%

Value	Count	Frequency (%)
72	1	< 0.1%
61	1	< 0.1%
59	1	< 0.1%
53	1	< 0.1%
49	1	< 0.1%

max_prepaid_days
Real number (ℝ_≥0)

MISSING

Distinct	689
Distinct (%)	6.6%
Missing	4253
Missing (%)	29.0%
Infinite	0
Infinite (%)	0.0%
Mean	95.00798614

Minimum	1
Maximum	1830
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	9
median	21
Q3	36
95-th percentile	700.8
Maximum	1830
Range	1829
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	246.4594214
Coefficient of variation (CV)	2.594091627
Kurtosis	14.71950075
Mean	95.00798614
Median Absolute Deviation (MAD)	12
Skewness	3.777216745
Sum	987418
Variance	60742.24638
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	471	3.2%
1	445	3.0%
3	344	2.3%
29	289	2.0%
4	289	2.0%
27	284	1.9%
25	254	1.7%
22	252	1.7%
30	249	1.7%
28	245	1.7%
Other values (679)	7271	49.6%
(Missing)	4253	29.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	445	3.0%
2	471	3.2%
3	344	2.3%
4	289	2.0%
5	242	1.7%

Value	Count	Frequency (%)
1830	1	< 0.1%
1826	1	< 0.1%
1822	2	< 0.1%
1820	1	< 0.1%
1818	1	< 0.1%

min_prepaid_days
Real number (ℝ_≥0)

MISSING

Distinct	167
Distinct (%)	1.6%
Missing	4253
Missing (%)	29.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.20292505

Minimum	1
Maximum	1567
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	9
95-th percentile	32.4
Maximum	1567
Range	1566
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	68.79732609
Coefficient of variation (CV)	5.210763968
Kurtosis	200.4514664
Mean	13.20292505
Median Absolute Deviation (MAD)	1
Skewness	13.35638902
Sum	137218
Variance	4733.072078
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	3823	26.1%
2	1547	10.6%
3	756	5.2%
4	505	3.4%
5	331	2.3%
6	264	1.8%
8	240	1.6%
7	231	1.6%
9	186	1.3%
10	183	1.2%
Other values (157)	2327	15.9%
(Missing)	4253	29.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	3823	26.1%
2	1547	10.6%
3	756	5.2%
4	505	3.4%
5	331	2.3%

Value	Count	Frequency (%)
1567	1	< 0.1%
1432	1	< 0.1%
1359	1	< 0.1%
1254	1	< 0.1%
1210	1	< 0.1%

avg_prepaid_days
Real number (ℝ_≥0)

MISSING

Distinct	2115
Distinct (%)	20.4%
Missing	4253
Missing (%)	29.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.40280637

Minimum	1
Maximum	1567
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1.5
Q1	5.5
median	11.66666667
Q3	22.5
95-th percentile	142.2642857
Maximum	1567
Range	1566
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	101.6354645
Coefficient of variation (CV)	2.87083073
Kurtosis	57.20962005
Mean	35.40280637
Median Absolute Deviation (MAD)	7.33333333
Skewness	6.825798562
Sum	367941.3666
Variance	10329.76764
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	445	3.0%
2	407	2.8%
3	280	1.9%
5	222	1.5%
4	222	1.5%
8	174	1.2%
7	171	1.2%
10	163	1.1%
6	163	1.1%
12	157	1.1%
Other values (2105)	7989	54.5%
(Missing)	4253	29.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	445	3.0%
1.166666667	4	< 0.1%
1.25	6	< 0.1%
1.285714286	2	< 0.1%
1.333333333	24	0.2%

Value	Count	Frequency (%)
1567	1	< 0.1%
1432	1	< 0.1%
1359	1	< 0.1%
1254	1	< 0.1%
1210	1	< 0.1%

num_paid_loans_on_time
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	19
Distinct (%)	0.2%
Missing	2778
Missing (%)	19.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6975901584

Minimum	0
Maximum	28
Zeros	7748
Zeros (%)	52.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	28
Range	28
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.411519231
Coefficient of variation (CV)	2.02342194
Kurtosis	31.05522243
Mean	0.6975901584
Median Absolute Deviation (MAD)	0
Skewness	4.124313161
Sum	8279
Variance	1.992386541
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	7748	52.9%
1	2268	15.5%
2	931	6.4%
3	404	2.8%
4	216	1.5%
5	117	0.8%
6	60	0.4%
7	39	0.3%
8	30	0.2%
9	18	0.1%
Other values (9)	37	0.3%
(Missing)	2778	19.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7748	52.9%
1	2268	15.5%
2	931	6.4%
3	404	2.8%
4	216	1.5%

Value	Count	Frequency (%)
28	1	< 0.1%
18	1	< 0.1%
16	1	< 0.1%
15	4	< 0.1%
14	3	< 0.1%

num_paid_loans_with_dpd
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	25
Distinct (%)	0.2%
Missing	2778
Missing (%)	19.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.074907314

Minimum	0
Maximum	27
Zeros	6645
Zeros (%)	45.4%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	5
Maximum	27
Range	27
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.99291759
Coefficient of variation (CV)	1.854036682
Kurtosis	22.00035578
Mean	1.074907314
Median Absolute Deviation (MAD)	0
Skewness	3.7367159
Sum	12757
Variance	3.971720519
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	6645	45.4%
1	2557	17.5%
2	1092	7.5%
3	575	3.9%
4	326	2.2%
5	214	1.5%
6	127	0.9%
7	97	0.7%
8	71	0.5%
9	61	0.4%
Other values (15)	103	0.7%
(Missing)	2778	19.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6645	45.4%
1	2557	17.5%
2	1092	7.5%
3	575	3.9%
4	326	2.2%

Value	Count	Frequency (%)
27	1	< 0.1%
25	1	< 0.1%
23	3	< 0.1%
21	1	< 0.1%
20	2	< 0.1%

num_paid_loans_with_dpd_to_all
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	2778
Missing (%)	19.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.07018874284

Minimum	0
Maximum	1
Zeros	11035
Zeros (%)	75.3%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.255475601
Coefficient of variation (CV)	3.639837254
Kurtosis	9.327220628
Mean	0.07018874284
Median Absolute Deviation (MAD)	0
Skewness	3.365360134
Sum	833
Variance	0.06526778269
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	11035	75.3%
1	833	5.7%
(Missing)	2778	19.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11035	75.3%
1	833	5.7%

Value	Count	Frequency (%)
1	833	5.7%
0	11035	75.3%

max_dpd
Real number (ℝ_≥0)

MISSING

Distinct	31
Distinct (%)	0.6%
Missing	9423
Missing (%)	64.3%
Infinite	0
Infinite (%)	0.0%
Mean	8.204097262

Minimum	1
Maximum	53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	5
Q3	13
95-th percentile	25
Maximum	53
Range	52
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	7.968009
Coefficient of variation (CV)	0.9712231274
Kurtosis	0.1373706336
Mean	8.204097262
Median Absolute Deviation (MAD)	4
Skewness	1.095877608
Sum	42850
Variance	63.48916743
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
1	1003	6.8%
2	729	5.0%
3	491	3.4%
4	352	2.4%
5	247	1.7%
6	246	1.7%
8	145	1.0%
11	138	0.9%
7	135	0.9%
12	130	0.9%
Other values (21)	1607	11.0%
(Missing)	9423	64.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1003	6.8%
2	729	5.0%
3	491	3.4%
4	352	2.4%
5	247	1.7%

Value	Count	Frequency (%)
53	1	< 0.1%
30	12	0.1%
29	65	0.4%
28	54	0.4%
27	56	0.4%

avg_dpd
Real number (ℝ_≥0)

MISSING

Distinct	342
Distinct (%)	6.5%
Missing	9423
Missing (%)	64.3%
Infinite	0
Infinite (%)	0.0%
Mean	5.957291255

Minimum	1
Maximum	30
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1.666666667
median	3.4
Q3	8.5
95-th percentile	19
Maximum	30
Range	29
Interquartile range (IQR)	6.833333333

Descriptive statistics

Standard deviation	6.031669498
Coefficient of variation (CV)	1.012485246
Kurtosis	2.231544323
Mean	5.957291255
Median Absolute Deviation (MAD)	2.4
Skewness	1.619823816
Sum	31114.93222
Variance	36.38103694
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1003	6.8%
2	559	3.8%
3	322	2.2%
4	223	1.5%
1.5	174	1.2%
6	156	1.1%
5	151	1.0%
2.5	107	0.7%
7	98	0.7%
8	89	0.6%
Other values (332)	2341	16.0%
(Missing)	9423	64.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1003	6.8%
1.111111111	1	< 0.1%
1.142857143	1	< 0.1%
1.166666667	1	< 0.1%
1.2	4	< 0.1%

Value	Count	Frequency (%)
30	3	< 0.1%
29	21	0.1%
28	19	0.1%
27.5	1	< 0.1%
27	13	0.1%

oinformationcount
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	18
Distinct (%)	0.1%
Missing	56
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.06764907471

Minimum	0
Maximum	33
Zeros	14198
Zeros (%)	96.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	33
Range	33
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7013510049
Coefficient of variation (CV)	10.36748851
Kurtosis	666.1036978
Mean	0.06764907471
Median Absolute Deviation (MAD)	0
Skewness	21.76870231
Sum	987
Variance	0.4918932321
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	14198	96.9%
1	250	1.7%
2	40	0.3%
3	31	0.2%
4	24	0.2%
5	9	0.1%
6	9	0.1%
9	7	< 0.1%
10	5	< 0.1%
14	4	< 0.1%
Other values (8)	13	0.1%
(Missing)	56	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14198	96.9%
1	250	1.7%
2	40	0.3%
3	31	0.2%
4	24	0.2%

Value	Count	Frequency (%)
33	1	< 0.1%
25	1	< 0.1%
19	1	< 0.1%
18	3	< 0.1%
14	4	< 0.1%

informationcount
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	18
Distinct (%)	0.1%
Missing	56
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.06764907471

Minimum	0
Maximum	33
Zeros	14198
Zeros (%)	96.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	33
Range	33
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7013510049
Coefficient of variation (CV)	10.36748851
Kurtosis	666.1036978
Mean	0.06764907471
Median Absolute Deviation (MAD)	0
Skewness	21.76870231
Sum	987
Variance	0.4918932321
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	14198	96.9%
1	250	1.7%
2	40	0.3%
3	31	0.2%
4	24	0.2%
5	9	0.1%
6	9	0.1%
9	7	< 0.1%
10	5	< 0.1%
14	4	< 0.1%
Other values (8)	13	0.1%
(Missing)	56	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14198	96.9%
1	250	1.7%
2	40	0.3%
3	31	0.2%
4	24	0.2%

Value	Count	Frequency (%)
33	1	< 0.1%
25	1	< 0.1%
19	1	< 0.1%
18	3	< 0.1%
14	4	< 0.1%

debtorscount
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	56
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.02686771761

Minimum	0
Maximum	1
Zeros	14198
Zeros (%)	96.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1617023053
Coefficient of variation (CV)	6.0184608
Kurtosis	32.25846242
Mean	0.02686771761
Median Absolute Deviation (MAD)	0
Skewness	5.852695143
Sum	392
Variance	0.02614763553
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	14198	96.9%
1	392	2.7%
(Missing)	56	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14198	96.9%
1	392	2.7%

Value	Count	Frequency (%)
1	392	2.7%
0	14198	96.9%

creditorscount
Real number (ℝ_≥0)

ZEROS

Distinct	9
Distinct (%)	0.1%
Missing	56
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.04290610007

Minimum	0
Maximum	8
Zeros	14198
Zeros (%)	96.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3390564399
Coefficient of variation (CV)	7.902289868
Kurtosis	203.1780958
Mean	0.04290610007
Median Absolute Deviation (MAD)	0
Skewness	12.68621531
Sum	626
Variance	0.1149592694
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	14198	96.9%
1	300	2.0%
2	32	0.2%
3	24	0.2%
4	15	0.1%
6	8	0.1%
7	7	< 0.1%
5	5	< 0.1%
8	1	< 0.1%
(Missing)	56	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14198	96.9%
1	300	2.0%
2	32	0.2%
3	24	0.2%
4	15	0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
7	7	< 0.1%
6	8	0.1%
5	5	< 0.1%
4	15	0.1%

amount
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	273
Distinct (%)	1.9%
Missing	56
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	141.5845531

Minimum	0
Maximum	81678.5
Zeros	14198
Zeros (%)	96.9%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	81678.5
Range	81678.5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2275.920975
Coefficient of variation (CV)	16.07464179
Kurtosis	641.3043289
Mean	141.5845531
Median Absolute Deviation (MAD)	0
Skewness	23.73210753
Sum	2065718.63
Variance	5179816.282
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14198	96.9%
37.98	5	< 0.1%
217.89	4	< 0.1%
7421.94	4	< 0.1%
277.12	4	< 0.1%
394.97	4	< 0.1%
2469.67	3	< 0.1%
6023.92	3	< 0.1%
1474.4	3	< 0.1%
20.23	3	< 0.1%
Other values (263)	359	2.5%
(Missing)	56	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14198	96.9%
2.24	1	< 0.1%
3.77	1	< 0.1%
10.08	1	< 0.1%
11.79	3	< 0.1%

Value	Count	Frequency (%)
81678.5	1	< 0.1%
70633.16	3	< 0.1%
70032.51	1	< 0.1%
65594.21	3	< 0.1%
58636.38	1	< 0.1%

providerscount
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	56
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.196915696

Minimum	0
Maximum	5
Zeros	2852
Zeros (%)	19.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	2
Maximum	5
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8146165081
Coefficient of variation (CV)	0.6805963954
Kurtosis	0.8347578058
Mean	1.196915696
Median Absolute Deviation (MAD)	1
Skewness	0.4383297414
Sum	17463
Variance	0.6636000553
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	6653	45.4%
2	4601	31.4%
0	2852	19.5%
3	367	2.5%
4	78	0.5%
5	39	0.3%
(Missing)	56	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2852	19.5%
1	6653	45.4%
2	4601	31.4%
3	367	2.5%
4	78	0.5%

Value	Count	Frequency (%)
5	39	0.3%
4	78	0.5%
3	367	2.5%
2	4601	31.4%
1	6653	45.4%

paidobligationscount
Real number (ℝ_≥0)

ZEROS

Distinct	94
Distinct (%)	0.6%
Missing	56
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	6.438656614

Minimum	0
Maximum	160
Zeros	2852
Zeros (%)	19.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	8
95-th percentile	26
Maximum	160
Range	160
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	10.28670034
Coefficient of variation (CV)	1.597646987
Kurtosis	24.26971662
Mean	6.438656614
Median Absolute Deviation (MAD)	3
Skewness	3.849804138
Sum	93940
Variance	105.8162038
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2852	19.5%
1	2337	16.0%
2	1778	12.1%
3	1293	8.8%
4	936	6.4%
5	666	4.5%
6	554	3.8%
7	446	3.0%
8	421	2.9%
9	350	2.4%
Other values (84)	2957	20.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2852	19.5%
1	2337	16.0%
2	1778	12.1%
3	1293	8.8%
4	936	6.4%

Value	Count	Frequency (%)
160	1	< 0.1%
156	1	< 0.1%
139	1	< 0.1%
118	2	< 0.1%
114	1	< 0.1%

averagepaiddebt
Real number (ℝ_≥0)

ZEROS

Distinct	7702
Distinct (%)	52.8%
Missing	56
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	1322.469459

Minimum	0
Maximum	13741.52
Zeros	2852
Zeros (%)	19.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	477.9225
median	1012.5
Q3	1954.295
95-th percentile	3711.969
Maximum	13741.52
Range	13741.52
Interquartile range (IQR)	1476.3725

Descriptive statistics

Standard deviation	1240.580924
Coefficient of variation (CV)	0.9380790724
Kurtosis	3.518965393
Mean	1322.469459
Median Absolute Deviation (MAD)	734.785
Skewness	1.473496784
Sum	19294829.41
Variance	1539041.028
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2852	19.5%
1000	297	2.0%
600	245	1.7%
500	234	1.6%
800	163	1.1%
2000	156	1.1%
300	70	0.5%
3000	59	0.4%
2500	58	0.4%
3464.7	57	0.4%
Other values (7692)	10399	71.0%
(Missing)	56	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2852	19.5%
60	4	< 0.1%
87	1	< 0.1%
100	28	0.2%
104.29	1	< 0.1%

Value	Count	Frequency (%)
13741.52	1	< 0.1%
11916.08	1	< 0.1%
9878.4	1	< 0.1%
9699.03	1	< 0.1%
9146.94	1	< 0.1%

averagepaymenttimeindays
Real number (ℝ_≥0)

ZEROS

Distinct	38
Distinct (%)	0.3%
Missing	56
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.293214531

Minimum	0
Maximum	50
Zeros	10552
Zeros (%)	72.0%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	8
Maximum	50
Range	50
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.558483199
Coefficient of variation (CV)	2.751657296
Kurtosis	28.28011579
Mean	1.293214531
Median Absolute Deviation (MAD)	0
Skewness	4.626446279
Sum	18868
Variance	12.66280268
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0	10552	72.0%
1	1422	9.7%
2	580	4.0%
3	425	2.9%
4	288	2.0%
5	233	1.6%
6	190	1.3%
7	151	1.0%
8	109	0.7%
9	95	0.6%
Other values (28)	545	3.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10552	72.0%
1	1422	9.7%
2	580	4.0%
3	425	2.9%
4	288	2.0%

Value	Count	Frequency (%)
50	2	< 0.1%
39	2	< 0.1%
37	3	< 0.1%
36	2	< 0.1%
34	1	< 0.1%

sumpaiddebt
Real number (ℝ_≥0)

ZEROS

Distinct	7746
Distinct (%)	53.1%
Missing	56
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	12828.53241

Minimum	0
Maximum	617303.31
Zeros	2852
Zeros (%)	19.5%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	600
median	3194.5
Q3	12248.1925
95-th percentile	58101.1565
Maximum	617303.31
Range	617303.31
Interquartile range (IQR)	11648.1925

Descriptive statistics

Standard deviation	28128.20759
Coefficient of variation (CV)	2.192628641
Kurtosis	74.26515344
Mean	12828.53241
Median Absolute Deviation (MAD)	3194.5
Skewness	6.458413634
Sum	187168287.9
Variance	791196062.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2852	19.5%
1000	287	2.0%
600	242	1.7%
500	219	1.5%
800	174	1.2%
2000	163	1.1%
2500	68	0.5%
300	61	0.4%
3000	56	0.4%
3464.7	55	0.4%
Other values (7736)	10413	71.1%
(Missing)	56	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2852	19.5%
60	4	< 0.1%
100	24	0.2%
104.29	1	< 0.1%
107	1	< 0.1%

Value	Count	Frequency (%)
617303.31	1	< 0.1%
580365.59	2	< 0.1%
481831.15	1	< 0.1%
410199.09	1	< 0.1%
401854.97	1	< 0.1%

TARGET
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	4646
Missing (%)	31.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.2273

Minimum	0
Maximum	1
Zeros	7727
Zeros (%)	52.8%
Negative	0
Negative (%)	0.0%
Memory size	114.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4191089062
Coefficient of variation (CV)	1.843857924
Kurtosis	-0.3059176106
Mean	0.2273
Median Absolute Deviation (MAD)	0
Skewness	1.301592722
Sum	2273
Variance	0.1756522752
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	7727	52.8%
1	2273	15.5%
(Missing)	4646	31.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7727	52.8%
1	2273	15.5%

Value	Count	Frequency (%)
1	2273	15.5%
0	7727	52.8%

Overview

Variables

Common Values

Category Frequency Plot

Common Values

Category Frequency Plot

Common Values

Category Frequency Plot

Common Values

Category Frequency Plot

Common Values

Category Frequency Plot

Common Values

Category Frequency Plot

Common Values

Category Frequency Plot

Common Values

Category Frequency Plot

Common Values

Category Frequency Plot

Common Values

Category Frequency Plot

Common Values

Category Frequency Plot

Common Values

Category Frequency Plot